Representation Learning

tPLCnet: Real-time Deep Packet Loss Concealment in the Time Domain Using a Short Temporal Context Interspeech 2022 Tractable Dendritic RNNs for Reconstructing Nonlinear Dynamical Systems ICML 2022 Trading-Off Information Modalities in Zero-Shot Classification WACV 2022 Training and Inference on Any-Order Autoregressive Models the Right Way NeurIPS 2022 Training Discrete Deep Generative Models via Gapped Straight-Through Estimator ICML 2022 Training Dynamics for Text Summarization Models ACL 2022 Training Language Models with Memory Augmentation EMNLP 2022 Training Lipschitz Continuous Operators Using Reproducing Kernels L4DC 2022 Training Structured Neural Networks Through Manifold Identification and Variance Reduction ICLR 2022 Trajectory balance: Improved credit assignment in GFlowNets NeurIPS 2022 Transcribing Natural Languages for the Deaf via Neural Editing Programs AAAI 2022 TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing CVPR 2022 Transfer Learning on Heterogeneous Feature Spaces for Treatment Effects Estimation NeurIPS 2022 Transferring Pre-trained Multimodal Representations with Cross-modal Similarity Matching NeurIPS 2022 Transformer-based Working Memory for Multiagent Reinforcement Learning with Action Parsing NeurIPS 2022 Transformer Embeddings of Irregularly Spaced Events and Their Participants ICLR 2022 Transformer Networks for Non-Intrusive Speech Quality Prediction Interspeech 2022 Transformer Tracking With Cyclic Shifting Window Attention CVPR 2022 Transform Once: Efficient Operator Learning in Frequency Domain NeurIPS 2022 TranSHER: Translating Knowledge Graph Embedding with Hyper-Ellipsoidal Restriction EMNLP 2022 Translation-equivariant Representation in Recurrent Networks with a Continuous Manifold of Attractors NeurIPS 2022 TransLIST: A Transformer-Based Linguistically Informed Sanskrit Tokenizer EMNLP 2022 Transport-Oriented Feature Aggregation for Speaker Embedding Learning Interspeech 2022 TransRank: Self-Supervised Video Representation Learning via Ranking-Based Transformation Recognition CVPR 2022 TranS: Transition-based Knowledge Graph Embedding with Synthetic Relation Representation EMNLP 2022