Representation Learning

Catalyst for Clustering-Based Unsupervised Object Re-identification: Feature Calibration AAAI 2024 Categorical Flow Matching on Statistical Manifolds NeurIPS 2024 Category-Level Multi-Part Multi-Joint 3D Shape Assembly CVPR 2024 Cauchy-Schwarz Divergence Information Bottleneck for Regression ICLR 2024 CausalCite: A Causal Formulation of Paper Citations ACL 2024 Causal Discovery Inspired Unsupervised Domain Adaptation for Emotion-Cause Pair Extraction EMNLP 2024 Causal Estimation of Memorisation Profiles ACL 2024 Causal language modeling can elicit search and reasoning capabilities on logic puzzles NeurIPS 2024 Causally Aware Generative Adversarial Networks for Light Pollution Control AAAI 2024 Causally Inspired Regularization Enables Domain General Representations AISTATS 2024 Causal Temporal Representation Learning with Nonstationary Sparse Transition NeurIPS 2024 CCM: Real-Time Controllable Visual Content Creation Using Text-to-Image Consistency Models ICML 2024 CDMAD: Class-Distribution-Mismatch-Aware Debiasing for Class-Imbalanced Semi-Supervised Learning CVPR 2024 CED: Comparing Embedding Differences for Detecting Out-of-Distribution and Hallucinated Text EMNLP 2024 Cell2Sentence: Teaching Large Language Models the Language of Biology ICML 2024 CellPLM: Pre-training of Cell Language Model Beyond Single Cells ICLR 2024 Centrality-aware Product Retrieval and Ranking EMNLP 2024 CFPL-FAS: Class Free Prompt Learning for Generalizable Face Anti-spoofing CVPR 2024 CGAP: Urban Region Representation Learning with Coarsened Graph Attention Pooling IJCAI 2024 Chain and Causal Attention for Efficient Entity Tracking EMNLP 2024 Chain of Code: Reasoning with a Language Model-Augmented Code Emulator ICML 2024 Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models EMNLP 2024 Challenges of Generating Structurally Diverse Graphs NeurIPS 2024 Challenging Error Correction in Recognised Byzantine Greek ACL 2024 Challenging margin-based speaker embedding extractors by using the variational information bottleneck Interspeech 2024