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05-04-2022
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CoCa: Contrastive Captioners are Image-Text Foundation
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by
Jiahui Yu
et al
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05-04-2022
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Sequencer: Deep LSTM for Image Classification
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Yuki Tatsunami
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05-05-2022
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GANimator: Neural Motion Synthesis from a Single
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05-03-2022
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On the uncertainty principle of neural networks
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Jun-Jie Zhang
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05-03-2022
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Subspace Diffusion Generative Models
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05-04-2022
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Making SGD Parameter-Free
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Yair Carmon
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05-03-2022
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Deep Learning in Multimodal Remote Sensing Data Fusion:
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Jiaxin Li
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05-04-2022
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Word Tour: One-dimensional Word Embeddings via the
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Ryoma Sato
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05-04-2022
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Group-Invariant Quantum Machine Learning
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Martin Larocca
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05-03-2022
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Data Determines Distributional Robustness in
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Alex Fang
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05-05-2022
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Fixing Malfunctional Objects With Learned Physical
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Yining Hong
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05-04-2022
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Wild Patterns Reloaded: A Survey of Machine Learning
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Antonio Emanuele Cinà
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05-03-2022
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Ziyi Yang
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05-05-2022
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One Size Does Not Fit All: The Case for Personalised
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Sian Gooding
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05-05-2022
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Dual Octree Graph Networks for Learning Adaptive
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Peng-Shuai Wang
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05-05-2022
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PyDaddy: A Python package for discovering stochastic
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05-05-2022
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Contact Points Discovery for Soft-Body Manipulations
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05-03-2022
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Meta Learning for Natural Language Processing: A Survey
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Hung-yi Lee
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05-05-2022
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FastRE: Towards Fast Relation Extraction with
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Guozheng Li
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05-03-2022
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Do More Negative Samples Necessarily Hurt in
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Pranjal Awasthi
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05-03-2022
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Smooth over-parameterized solvers for non-smooth
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Clarice Poon
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05-04-2022
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Language Models in the Loop: Incorporating Prompting
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Ryan Smith
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05-04-2022
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ASE: Large-Scale Reusable Adversarial Skill Embeddings
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Xue Bin Peng
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05-05-2022
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Natural Language Inference with Self-Attention for
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M. Arana-Catania
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05-06-2022
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What Makes A Good Fisherman? Linear Regression under
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Yeshwanth Cherapanamjeri
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05-05-2022
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Holistic Approach to Measure Sample-level Adversarial
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Gaurav Kumar Nayak
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05-05-2022
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Assistive Recipe Editing through Critiquing
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Diego Antognini
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05-05-2022
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COGMEN: COntextualized GNN based Multimodal Emotion
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05-05-2022
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Neural Jacobian Fields: Learning Intrinsic Mappings of
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Noam Aigerman
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05-04-2022
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KenSwQuAD -- A Question Answering Dataset for Swahili
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Barack Wanjawa
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05-04-2022
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Original or Translated? A Causal Analysis of the Impact
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Jingwei Ni
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05-04-2022
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Dangling-Aware Entity Alignment with Mixed High-Order
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Juncheng Liu
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05-04-2022
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Optimising Equal Opportunity Fairness in Model Training
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Aili Shen
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05-03-2022
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Predicting Loose-Fitting Garment Deformations Using
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Xiaoyu Pan
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05-04-2022
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Knowledge Distillation of Russian Language Models with
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05-03-2022
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Autonomy and Intelligence in the Computing Continuum:
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05-04-2022
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Compound virtual screening by learning-to-rank with
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Kairi Furui
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05-04-2022
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On Continual Model Refinement in Out-of-Distribution
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Bill Yuchen Lin
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05-03-2022
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AmbiPun: Generating Humorous Puns with Ambiguous
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05-03-2022
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Adversarial Training for High-Stakes Reliability
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05-03-2022
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Finding patterns in Knowledge Attribution for
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Jeevesh Juneja
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05-05-2022
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Rapid Locomotion via Reinforcement Learning
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Gabriel B Margolis
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05-04-2022
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Second-Order Sensitivity Analysis for Bilevel
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Robert Dyro
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05-03-2022
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XLTime: A Cross-Lingual Knowledge Transfer Framework
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Yuwei Cao
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05-05-2022
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A Temporal-Pattern Backdoor Attack to Deep
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Yinbo Yu
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05-05-2022
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Quantum Extremal Learning
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05-03-2022
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Efficient Fine-Tuning of BERT Models on the Edge
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05-05-2022
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Pessimism meets VCG: Learning Dynamic Mechanism Design
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Boxiang Lyu
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05-03-2022
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Neural Language Taskonomy: Which NLP Tasks are the most
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Subba Reddy Oota
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05-03-2022
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Multimodal Detection of Unknown Objects on Roads for
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Daniel Bogdoll
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05-04-2022
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Machine Learning Operations (MLOps): Overview,
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Dominik Kreuzberger
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05-06-2022
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Perseus: A Simple High-Order Regularization Method for
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Tianyi Lin
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05-03-2022
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CANShield: Signal-based Intrusion Detection for
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05-03-2022
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Zero-shot Sonnet Generation with Discourse-level
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05-04-2022
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Modeling Task Interactions in Document-Level Joint
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Liyan Xu
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05-05-2022
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KnitCity: a machine learning-based, game-theoretical
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Adèle Douin
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05-05-2022
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Optimally tackling covariate shift in RKHS-based
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Cong Ma
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05-03-2022
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Provably Confidential Language Modelling
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05-04-2022
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SVTS: Scalable Video-to-Speech Synthesis
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05-06-2022
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Generative Adversarial Neural Operators
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05-03-2022
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Open vs Closed-ended questions in attitudinal surveys
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05-03-2022
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Convergence of Stochastic Approximation via Martingale
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05-05-2022
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LAWS: Look Around and Warm-Start Natural Gradient
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Zeyi Tao
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05-03-2022
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On Circuit Depth Scaling For Quantum Approximate
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V. Akshay
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05-03-2022
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Distilling Governing Laws and Source Input for
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05-03-2022
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A Falsificationist Account of Artificial Neural
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05-03-2022
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Predicting Issue Types with seBERT
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Alexander Trautsch
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05-04-2022
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Accelerating phase-field-based simulation via machine
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05-04-2022
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Spot-adaptive Knowledge Distillation
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Jie Song
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05-03-2022
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Modeling and Correcting Bias in Sequential Evaluation
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Jingyan Wang
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05-05-2022
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Polynomial-Time Algorithms for Counting and Sampling
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Marcel Wienöbst
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05-03-2022
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Explain and Conquer: Personalised Text-based Reviews to
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05-04-2022
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Explain to Not Forget: Defending Against Catastrophic
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05-06-2022
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Fast Rate Generalization Error Bounds: Variations on a
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05-03-2022
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An Empirical Analysis of the Use of Real-Time
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05-04-2022
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Few-Shot Document-Level Relation Extraction
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05-05-2022
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Automated Imbalanced Classification via Layered
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Vitor Cerqueira
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05-04-2022
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A Manifold Two-Sample Test Study: Integral Probability
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Jie Wang
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05-05-2022
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View-labels Are Indispensable: A Multifacet
Complementarity Study of Multi-view Clustering
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05-05-2022
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LDSA: Learning Dynamic Subtask Assignment in
Cooperative Multi-Agent Reinforcement Learning
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Mingyu Yang
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05-04-2022
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Efficient Few-Shot Fine-Tuning for Opinion
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05-03-2022
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Efficient implementation of incremental proximal-point
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05-04-2022
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Generalized Knowledge Distillation via Relationship
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Han-Jia Ye
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05-03-2022
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Diverse Image Captioning with Grounded Style
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05-06-2022
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Federated Learning with Noisy User Feedback
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Rahul Sharma
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05-06-2022
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UAV-aided RF Mapping for Sensing and Connectivity in
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David Gesbert
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05-03-2022
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BiOcularGAN: Bimodal Synthesis and Annotation of Ocular
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05-04-2022
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EmoBank: Studying the Impact of Annotation Perspective
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05-05-2022
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Soft and Hard Constrained Parametric Generative Schemes
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05-03-2022
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Automatic Segmentation of Aircraft Dents in Point
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05-04-2022
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FEDNEST: Federated Bilevel, Minimax, and Compositional
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05-04-2022
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Data Cleansing for Indoor Positioning Wi-Fi
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Darwin Quezada-Gaibor
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05-04-2022
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Minimum Cost Intervention Design for Causal Effect
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Sina Akbari
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05-03-2022
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TracInAD: Measuring Influence for Anomaly Detection
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Hugo Thimonier
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05-03-2022
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ARCADE: Adversarially Regularized Convolutional
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05-04-2022
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Dual Cross-Attention Learning for Fine-Grained Visual
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Haowei Zhu
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05-06-2022
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How to Spend Your Robot Time: Bridging Kickstarting and
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Alex X. Lee
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05-04-2022
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MAD: Self-Supervised Masked Anomaly Detection Task for
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Yiwei Fu
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05-05-2022
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Explaining the Effectiveness of Multi-Task Learning for
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Arijit Sehanobish
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05-04-2022
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Dynamic Bayesian Network Auxiliary ABC-SMC for Hybrid
Model Bayesian Inference to Accelerate Biomanufacturing
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by
Wei Xie
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05-03-2022
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High-dimensional Asymptotics of Feature Learning: How
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Jimmy Ba
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05-04-2022
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Uncertainty-Based Non-Parametric Active Peak Detection
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05-04-2022
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Self-supervised learning unveils morphological clusters
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Adalberto Claudio Quiros
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05-04-2022
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Response Component Analysis for Sea State Estimation
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by
Nathan K. Long
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05-06-2022
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Efficient Minimax Optimal Estimators For Multivariate
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05-04-2022
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Compressive Ptychography using Deep Image and
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Semih Barutcu
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05-03-2022
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Residual Graph Convolutional Recurrent Networks For
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Wei Zhao
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05-03-2022
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Scalable Regularised Joint Mixture Models
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05-04-2022
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Self-Taught Metric Learning without Labels
by
Sungyeon Kim
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05-06-2022
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Convex Analysis at Infinity: An Introduction to Astral
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Miroslav Dudík
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05-03-2022
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RAFT-MSF: Self-Supervised Monocular Scene Flow using
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Bayram Bayramli
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05-05-2022
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Contrastive Multi-view Hyperbolic Hierarchical
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Fangfei Lin
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05-03-2022
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Compact Neural Networks via Stacking Designed Basic
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by
Weichao Lan
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05-05-2022
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Generative methods for sampling transition paths in
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Tony Lelièvre
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05-04-2022
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Hypercomplex Image-to-Image Translation
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Eleonora Grassucci
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05-05-2022
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What is Right for Me is Not Yet Right for You: A
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Jae Hee Lee
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05-03-2022
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Learning Discrete Structured Variational Auto-Encoder
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Alon Berliner
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05-04-2022
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Evaluating Transferability for Covid 3D Localization
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by
Constantine Maganaris
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05-04-2022
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Crystal Twins: Self-supervised Learning for Crystalline
Material Property Prediction
by
Rishikesh Magar
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05-03-2022
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Towards an Ensemble Regressor Model for Anomalous ISP
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05-04-2022
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The Isabelle ENIGMA
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Zarathustra A. Goertzel
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05-03-2022
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Privacy Amplification via Random Participation in
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Burak Hasircioglu
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05-03-2022
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FedRN: Exploiting k-Reliable Neighbors Towards Robust
Federated Learning
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SangMook Kim
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05-05-2022
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Spiking Graph Convolutional Networks
by
Zulun Zhu
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05-04-2022
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Prediction of fish location by combining fisheries data
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by
Matthieu Ospici
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05-03-2022
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Learning Coulomb Diamonds in Large Quantum Dot Arrays
by
Oswin Krause
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05-05-2022
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Alignahead: Online Cross-Layer Knowledge Extraction on
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Jiongyu Guo
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05-04-2022
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Zero-Episode Few-Shot Contrastive Predictive Coding:
Solving intelligence tests without prior training
by
T. Barak
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05-04-2022
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Probabilistic Symmetry for Improved Trajectory
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Sophia Sun
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05-05-2022
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Multi-Graph based Multi-Scenario Recommendation in
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by
Fan Zhang
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05-05-2022
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FAITH: Few-Shot Graph Classification with Hierarchical
Task Graphs
by
Song Wang
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05-03-2022
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On the Convergence of Fictitious Play: A Decomposition
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by
Yurong Chen
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05-03-2022
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Dont sweat the small stuff, classify the rest: Sample
Shielding to protect text classifiers against
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by
Jonathan Rusert
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05-03-2022
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A unified view on Self-Organizing Maps (SOMs) and
Stochastic Neighbor Embedding (SNE)
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Thibaut Kulak
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05-05-2022
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Finding Bipartite Components in Hypergraphs
by
Peter Macgregor
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05-05-2022
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Model-Based Deep Learning: On the Intersection of Deep
Learning and Optimization
by
Nir Shlezinger
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05-05-2022
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Communication-Efficient Adaptive Federated Learning
by
Yujia Wang
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05-05-2022
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A Deep Learning Approach to Dst Index Prediction
by
Yasser Abduallah
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05-05-2022
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DeepExtrema: A Deep Learning Approach for Forecasting
Block Maxima in Time Series Data
by
Asadullah Hill Galib
et al
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05-04-2022
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Uncertainty estimation of pedestrian future trajectory
using Bayesian approximation
by
Anshul Nayak
et al
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05-04-2022
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Modelling calibration uncertainty in networks of
environmental sensors
by
Michael Thomas Smith
et al
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05-03-2022
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Learning Label Initialization for Time-Dependent
Harmonic Extension
by
Amitoz Azad
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05-04-2022
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Virtual Analog Modeling of Distortion Circuits Using
Neural Ordinary Differential Equations
by
Jan Wilczek
et al
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05-05-2022
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Meta-learning Feature Representations for Adaptive
Gaussian Processes via Implicit Differentiation
by
Wenlin Chen
et al
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05-04-2022
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State Representation Learning for Goal-Conditioned
Reinforcement Learning
by
Lorenzo Steccanella
et al
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05-05-2022
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dPRO: A Generic Profiling and Optimization System for
Expediting Distributed DNN Training
by
Hanpeng Hu
et al
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05-05-2022
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Identifying Cause-and-Effect Relationships of
Manufacturing Errors using Sequence-to-Sequence
Learning
by
Jeff Reimer
et al
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05-04-2022
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Uncertainty-Autoencoder-Based Privacy and Utility
Preserving Data Type Conscious Transformation
by
Bishwas Mandal
et al
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