Deep Learning

CoT-ICL Lab: A Synthetic Framework for Studying Chain-of-Thought Learning from In-Context Demonstrations ACL 2025 COUNTDOWN: Contextually Sparse Activation Filtering Out Unnecessary Weights in Down Projection EMNLP 2025 Counterfactual Activation Editing for Post-hoc Prosody and Mispronunciation Correction in TTS Models Interspeech 2025 Counterfactual Debiasing for Physical Audiovisual Commonsense Reasoning AAAI 2025 Counterfactual Generative Modeling with Variational Causal Inference ICLR 2025 Counterspeech the ultimate shield! Multi-Conditioned Counterspeech Generation through Attributed Prefix Learning ACL 2025 Counting Guidance for High Fidelity Text-to-Image Synthesis WACV 2025 Counting in Small Transformers: The Delicate Interplay between Attention and Feed-Forward Layers ICML 2025 Counting Stacked Objects ICCV 2025 COUNTS: Benchmarking Object Detectors and Multimodal Large Language Models under Distribution Shifts CVPR 2025 CountSE: Soft Exemplar Open-set Object Counting ICCV 2025 Count Your Speakers! Multitask Learning for Multimodal Speaker Diarization Interspeech 2025 Coupling-based Convergence Diagnostic and Stepsize Scheme for Stochastic Gradient Descent AAAI 2025 Coupling Category Alignment for Graph Domain Adaptation IJCAI 2025 Coupling the Generator with Teacher for Effective Data-Free Knowledge Distillation ICCV 2025 Covered Forest: Fine-grained generalization analysis of graph neural networks ICML 2025 Cover learning for large-scale topology representation ICML 2025 CPath-Omni: A Unified Multimodal Foundation Model for Patch and Whole Slide Image Analysis in Computational Pathology CVPR 2025 CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection AAAI 2025 CP-Guard: Malicious Agent Detection and Defense in Collaborative Bird’s Eye View Perception AAAI 2025 CPIQA: Climate Paper Image Question Answering Dataset for Retrieval-Augmented Generation with Context-based Query Expansion ACL 2025 CPSample: Classifier Protected Sampling for Guarding Training Data During Diffusion ICLR 2025 CR2PQ: Continuous Relative Rotary Positional Query for Dense Visual Representation Learning ICLR 2025 CRAB: A Benchmark for Evaluating Curation of Retrieval-Augmented LLMs in Biomedicine EMNLP 2025 Crab: A Unified Audio-Visual Scene Understanding Model with Explicit Cooperation CVPR 2025