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Gradients without Backpropagation
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Measuring Trustworthiness or Automating Physiognomy? A
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02-16-2022
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Vision Models Are More Robust And Fair When Pretrained
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02-15-2022
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Impact of Pretraining Term Frequencies on Few-Shot
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A Method for Decrypting Data Infected with Hive
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A Data-Augmentation Is Worth A Thousand Samples: Exact
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AKB-48: A Real-World Articulated Object Knowledge Base
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02-16-2022
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Limitations of Neural Collapse for Understanding
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02-16-2022
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A data-driven approach for learning to control
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02-15-2022
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Predictability and Surprise in Large Generative Models
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General-purpose, long-context autoregressive modeling
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02-16-2022
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Synthetic Control As Online Linear Regression
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Anomalib: A Deep Learning Library for Anomaly Detection
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Dont Lie to Me! Robust and Efficient Explainability
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Ditto: Building Digital Twins of Articulated Objects
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02-17-2022
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Information Theory with Kernel Methods
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02-15-2022
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Collision-free Path Planning in the Latent Space
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02-17-2022
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cosFormer: Rethinking Softmax in Attention
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02-16-2022
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Learning Smooth Neural Functions via Lipschitz
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02-15-2022
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Forecasting Global Weather with Graph Neural Networks
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Singularity: Planet-Scale, Preemptible, Elastic
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02-15-2022
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ViNTER: Image Narrative Generation with
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02-17-2022
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MLP-ASR: Sequence-length agnostic all-MLP architectures
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02-17-2022
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Design-Bench: Benchmarks for Data-Driven Offline
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02-17-2022
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A Two-stage U-Net for high-fidelity denoising of
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02-15-2022
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CommerceMM: Large-Scale Commerce MultiModal
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02-17-2022
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Feels Bad Man: Dissecting Automated Hateful Meme
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02-17-2022
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SGPT: GPT Sentence Embeddings for Semantic Search
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02-17-2022
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Improving Intrinsic Exploration with Language
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02-15-2022
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Not All Patches are What You Need: Expediting Vision
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02-17-2022
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A Survey of Knowledge-Intensive NLP with Pre-Trained
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02-15-2022
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Quantifying Memorization Across Neural Language Models
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Retrieval-Augmented Reinforcement Learning
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Differential Privacy and Fairness in Decisions and
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02-17-2022
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Hamilton-Jacobi equations on graphs with applications
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02-15-2022
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Saving Dense Retriever from Shortcut Dependency in
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Media Slant is Contagious
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Universality of empirical risk minimization
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The Quarks of Attention
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Bias in Automated Image Colorization: Metrics and Error
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02-15-2022
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Conversational Speech Recognition By Learning
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02-17-2022
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DeepHybrid: Deep Learning on Automotive Radar Spectra
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02-15-2022
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Speech Denoising in the Waveform Domain with
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02-17-2022
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End-to-End Training of Both Translation Models in the
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02-17-2022
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Revisiting the Evaluation Metrics of Paraphrase
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02-17-2022
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V2X-Sim: A Virtual Collaborative Perception Dataset for
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02-16-2022
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Towards Battery-Free Machine Learning and Inference in
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02-15-2022
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Unreasonable Effectiveness of Last Hidden Layer
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02-17-2022
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AISHELL-NER: Named Entity Recognition from Chinese
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02-15-2022
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Robust Multi-Objective Bayesian Optimization Under
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02-17-2022
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Grammar-Based Grounded Lexicon Learning
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02-15-2022
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Fairness Indicators for Systematic Assessments of
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02-15-2022
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Tomayto, Tomahto. Beyond Token-level Answer Equivalence
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02-15-2022
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Adaptive Conformal Predictions for Time Series
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02-17-2022
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Ensemble Conformalized Quantile Regression for
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02-16-2022
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FAMIE: A Fast Active Learning Framework for
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02-15-2022
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Bayesian Optimisation for Active Monitoring of Air
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02-16-2022
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Generative modeling with projected entangled-pair
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02-17-2022
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Fourier PlenOctrees for Dynamic Radiance Field
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02-16-2022
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Efficient Distributed Machine Learning via
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02-16-2022
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Knowledge Transfer from Large-scale Pretrained Language
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02-15-2022
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Bohemian Matrix Geometry
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02-15-2022
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textless-lib: a Library for Textless Spoken Language
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02-16-2022
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m-Nearly k-Universal Words -- Investigating Simon
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02-17-2022
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A study of deep perceptual metrics for image quality
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02-15-2022
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Ab-initio Contrast Estimation and Denoising of Cryo-EM
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02-15-2022
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Radial-recombination for rigid rotational alignment of
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02-16-2022
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Million.js: A Fast, Compiler-Augmented Virtual DOM for
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02-17-2022
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Term Rewriting Based On Set Automaton Matching
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Seeing Like a Toolkit: How Toolkits Envision the Work
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02-15-2022
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Stochastic Gradient Descent-Ascent: Unified Theory and
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02-17-2022
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General Cyclical Training of Neural Networks
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02-16-2022
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On the Self Shuffle Language
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02-15-2022
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SpeechPainter: Text-conditioned Speech Inpainting
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02-16-2022
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Flat tori with large Laplacian eigenvalues in
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02-16-2022
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Bias and unfairness in machine learning models: a
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02-16-2022
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Revisiting Parameter-Efficient Tuning: Are We Really
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02-16-2022
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Domain Adaptive Fake News Detection via Reinforcement
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02-17-2022
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Should I send this notification? Optimizing push
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02-17-2022
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OmniSyn: Synthesizing 360 Videos with Wide-baseline
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02-16-2022
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Planckian jitter: enhancing the color quality of
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02-18-2022
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tinyMAN: Lightweight Energy Manager using Reinforcement
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02-17-2022
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PACSafe: Leveraging ARM Pointer Authentication for
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Monoidal Width
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On the Role of Channel Capacity in Learning Gaussian
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Capitalization Normalization for Language Modeling with
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02-17-2022
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Symphony: Composing Interactive Interfaces for Machine
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02-18-2022
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Analysis and approximations of an optimal control
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02-17-2022
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A Faster Interior-Point Method for Sum-of-Squares
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02-18-2022
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Interpolation and Regularization for Causal Learning
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The Effects of Interactive AI Design on User Behavior:
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02-16-2022
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Can Deep Learning be Applied to Model-Based
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Evaluation and Analysis of Different Aggregation and
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02-16-2022
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Meta Knowledge Distillation
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GraphNLI: A Graph-based Natural Language Inference
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Voice Filter: Few-shot text-to-speech speaker
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02-15-2022
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Nonverbal Sound Detection for Disordered Speech
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Time-Correlated Sparsification for Efficient
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02-16-2022
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When Did It Happen? Duration-informed Temporal
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02-16-2022
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Front Transport Reduction for Complex Moving Fronts
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02-16-2022
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The Parameterized Complexity of Quantum Verification
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02-16-2022
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ADIMA: Abuse Detection In Multilingual Audio
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A new discrete theory of pseudoconvexity
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02-16-2022
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OpenKBP-Opt: An international and reproducible
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02-16-2022
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EdgeFormer: A Parameter-Efficient Transformer for
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02-17-2022
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Primal and mixed finite element formulations for the
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02-16-2022
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Quantum speedups for treewidth
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02-15-2022
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The NLP Task Effectiveness of Long-Range Transformers
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02-17-2022
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Human-Algorithm Collaboration: Achieving
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02-15-2022
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Random Feature Amplification: Feature Learning and
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02-18-2022
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Dimension-Free Noninteractive Simulation from Gaussian
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Enhancing Cross-lingual Prompting with Mask Token
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02-15-2022
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Personalized Prompt Learning for Explainable
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02-15-2022
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The pseudofinite monadic second order theory of finite
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Eliciting Best Practices for Collaboration with
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02-16-2022
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On loss functions and evaluation metrics for music
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02-17-2022
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Designing Word Filter Tools for Creator-led Comment
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02-17-2022
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Learning stochastic dynamics and predicting emergent
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A Study of Designing Compact Audio-Visual Wake Word
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Global Convergence of Sub-gradient Method for Robust
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02-15-2022
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On Single Server Private Information Retrieval with
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02-15-2022
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Neural Architecture Search for Dense Prediction Tasks
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02-15-2022
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Holistic Adversarial Robustness of Deep Learning Models
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02-17-2022
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Oracle-Efficient Online Learning for Beyond Worst-Case
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Stratified Multivariate Multiscale Dispersion Entropy
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Refined RBF-FD analysis of non-Newtonian natural
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Should You Mask 15% in Masked Language Modeling?
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Singing-Tacotron: Global duration control attention and
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02-18-2022
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Autoencoding Low-Resolution MRI for Semantically Smooth
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02-17-2022
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Strong spatial mixing for repulsive point processes
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Non-standard linear recurring sequence subgroups and
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02-17-2022
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End-to-end Music Remastering System Using
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02-18-2022
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Can Interpretable Reinforcement Learning Manage Assets
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02-17-2022
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A hybrid 2-stage vision transformer for AI-assisted 5
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02-17-2022
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Heuristic Adaptability to Input Dynamics for SpMM on
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Enumeration of corner polyhedra and 3-connected
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02-17-2022
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CADRE: A Cascade Deep Reinforcement Learning Framework
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02-16-2022
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Extended Unconstrained Features Model for Exploring
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Winograd Convolution: A Perspective from Fault
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02-18-2022
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Central limit theorem for full discretization of
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02-16-2022
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CIS2: A Simplified Commonsense Inference Evaluation for
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Quantum Lazy Training
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Energy Efficient Dual-Functional Radar-Communication:
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02-16-2022
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The Helmholtz problem in slowly varying waveguides at
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Deep-Learning-Assisted Configuration of Reconfigurable
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02-16-2022
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Massive Unsourced Random Access: Exploiting Angular
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Secure Beamforming Design for Rate-Splitting Multiple
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02-16-2022
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CortexODE: Learning Cortical Surface Reconstruction by
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02-16-2022
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On Measuring Excess Capacity in Neural Networks
by
Florian Graf
et al
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02-17-2022
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On H1, H(curl) and H(sym Curl) finite elements for
matrix-valued Curl problems
by
Adam Sky
et al
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02-17-2022
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CSCNet: Contextual Semantic Consistency Network for
Trajectory Prediction in Crowded Spaces
by
Beihao Xia
et al
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02-15-2022
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NeuPL: Neural Population Learning
by
Siqi Liu
et al
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02-17-2022
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Robust SVM Optimization in Banach spaces
by
Mohammed Sbihi
et al
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02-17-2022
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Optimal polynomial smoothers for multigrid V-cycles
by
James Lottes
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02-18-2022
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VCVTS: Multi-speaker Video-to-Speech synthesis via
cross-modal knowledge transfer from voice conversion
by
Disong Wang
et al
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02-16-2022
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Chord-Conditioned Melody Choralization with
Controllable Harmonicity and Polyphonicity
by
Shangda Wu
et al
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02-17-2022
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Designing Effective Sparse Expert Models
by
Barret Zoph
et al
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02-17-2022
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A class of twisted generalized Reed-Solomon codes
by
Jun Zhang
et al
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02-17-2022
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Dynamic Object Comprehension: A Framework For
Evaluating Artificial Visual Perception
by
Scott Y. L. Chin
et al
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