Representation Learning

Task Confusion and Catastrophic Forgetting in Class-Incremental Learning: A Mathematical Framework for Discriminative and Generative Modelings NeurIPS 2024 Task-Customized Mixture of Adapters for General Image Fusion CVPR 2024 Task-Disruptive Background Suppression for Few-Shot Segmentation AAAI 2024 Task-Free Dynamic Sparse Vision Transformer for Continual Learning AAAI 2024 Task-Oriented Hierarchical Object Decomposition for Visuomotor Control CoRL 2024 Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning NeurIPS 2024 Task structure and nonlinearity jointly determine learned representational geometry ICLR 2024 Task Success Prediction for Open-Vocabulary Manipulation Based on Multi-Level Aligned Representations CoRL 2024 TAU: Trajectory Data Augmentation with Uncertainty for Next POI Recommendation AAAI 2024 TCNet: Continuous Sign Language Recognition from Trajectories and Correlated Regions AAAI 2024 T-CorresNet: Template Guided 3D Point Cloud Completion with Correspondence Pooling Query Generation Strategy ECCV 2024 TCP:Textual-based Class-aware Prompt tuning for Visual-Language Model CVPR 2024 TD-PLC: A Semantic-Aware Speech Encoding for Improved Packet Loss Concealment Interspeech 2024 Teaching Embodied Reinforcement Learning Agents: Informativeness and Diversity of Language Use EMNLP 2024 TEAMSTER: Model-Based Reinforcement Learning for Ad Hoc Teamwork (Abstract Reprint) AAAI 2024 TEDDY: Trimming Edges with Degree-based Discrimination Strategy ICLR 2024 TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs NeurIPS 2024 TEILP: Time Prediction over Knowledge Graphs via Logical Reasoning AAAI 2024 Tell Me What’s Next: Textual Foresight for Generic UI Representations ACL 2024 Temperature-scaling surprisal estimates improve fit to human reading times – but does it do so for the “right reasons”? ACL 2024 Template Free Reconstruction of Human-object Interaction with Procedural Interaction Generation CVPR 2024 TempoFormer: A Transformer for Temporally-aware Representations in Change Detection EMNLP 2024 Temporal Dependencies and Spatio-Temporal Patterns of Time Series Models AAAI 2024 Temporal-Difference Learning Using Distributed Error Signals NeurIPS 2024 Temporal Generalization Estimation in Evolving Graphs ICLR 2024