Representation Learning

Contrastive Localized Language-Image Pre-Training ICML 2025 Contrastive Prompting Enhances Sentence Embeddings in LLMs through Inference-Time Steering ACL 2025 Contrastive Unlearning: A Contrastive Approach to Machine Unlearning IJCAI 2025 Controllable Clustering with LLM-driven Embeddings EMNLP 2025 Controllable Context Sensitivity and the Knob Behind It ICLR 2025 Controllable Data Generation with Hierarchical Neural Representations ICML 2025 Controllable Latent Space Augmentation for Digital Pathology ICCV 2025 Controlling Large Language Model with Latent Action ICML 2025 Control-oriented Clustering of Visual Latent Representation ICLR 2025 ControlSpeech: Towards Simultaneous and Independent Zero-shot Speaker Cloning and Zero-shot Language Style Control ACL 2025 COPER: Correlation-based Permutations for Multi-View Clustering ICLR 2025 CoPL: Collaborative Preference Learning for Personalizing LLMs EMNLP 2025 CoPRA: Bridging Cross-domain Pretrained Sequence Models with Complex Structures for Protein-RNA Binding Affinity Prediction AAAI 2025 CORAL: Learning Consistent Representations across Multi-step Training with Lighter Speculative Drafter ACL 2025 CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking ICLR 2025 Correlation and Navigation in the Vocabulary Key Representation Space of Language Models ICLR 2025 Correlation-Attention Masked Temporal Transformer for User Identity Linkage Using Heterogeneous Mobility Data AAAI 2025 Correlative and Discriminative Label Grouping for Multi-Label Visual Prompt Tuning CVPR 2025 CoT-ICL Lab: A Synthetic Framework for Studying Chain-of-Thought Learning from In-Context Demonstrations ACL 2025 Counting in Small Transformers: The Delicate Interplay between Attention and Feed-Forward Layers ICML 2025 CR2PQ: Continuous Relative Rotary Positional Query for Dense Visual Representation Learning ICLR 2025 CR4-NarrEmote: An Open Vocabulary Dataset of Narrative Emotions Derived Using Citizen Science EMNLP 2025 Cracking Instance Jigsaw Puzzles: An Alternative to Multiple Instance Learning for Whole Slide Image Analysis ICCV 2025 Cradle-VAE: Enhancing Single-Cell Gene Perturbation Modeling with Counterfactual Reasoning-based Artifact Disentanglement AAAI 2025 Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity ACL 2025