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Representation Learning

2843 directly classified papers

Papers per year

Papers

Offline Reinforcement Learning with Fisher Divergence Critic Regularization ICML 2021
Multilingual Speech Evaluation: Case Studies on English, Malay and Tamil INTERSPEECH 2021
Unsupervised Embedding Adaptation via Early-Stage Feature Reconstruction for Few-Shot Classification ICML 2021
An Attribute-Aligned Strategy for Learning Speech Representation INTERSPEECH 2021
Positions, Channels, and Layers: Fully Generalized Non-Local Network for Singer Identification AAAI 2021
Towards robust vision by multi-task learning on monkey visual cortex NIPS 2021
TIMERS: Document-level Temporal Relation Extraction ACL 2021
AntVoice Neural Speaker Embedding System for FFSVC 2020 INTERSPEECH 2021
slimIPL: Language-Model-Free Iterative Pseudo-Labeling INTERSPEECH 2021
Rate-Regularization and Generalization in Variational Autoencoders AISTATS 2021
Distribution Regression for Sequential Data AISTATS 2021
Counterfactual Representation Learning with Balancing Weights AISTATS 2021
Improving Breadth-Wise Backpropagation in Graph Neural Networks Helps Learning Long-Range Dependencies. ICML 2021
Temporal Predictive Coding For Model-Based Planning In Latent Space ICML 2021
Regularizing towards Causal Invariance: Linear Models with Proxies ICML 2021
Unsupervised Representation Learning via Neural Activation Coding ICML 2021
Decoupling Value and Policy for Generalization in Reinforcement Learning ICML 2021
Disentangling Sampling and Labeling Bias for Learning in Large-output Spaces ICML 2021
Benchmarks, Algorithms, and Metrics for Hierarchical Disentanglement ICML 2021
Reinforcement Learning with Prototypical Representations ICML 2021
Conditional Temporal Neural Processes with Covariance Loss ICML 2021
Learning Binary Decision Trees by Argmin Differentiation ICML 2021
Student-Teacher Learning From Clean Inputs to Noisy Inputs CVPR 2021
iVPF: Numerical Invertible Volume Preserving Flow for Efficient Lossless Compression CVPR 2021
Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations CVPR 2021