Deep Learning

CatVTON: Concatenation Is All You Need for Virtual Try-On with Diffusion Models ICLR 2025 Cauchy Diffusion: A Heavy-tailed Denoising Diffusion Probabilistic Model for Speech Synthesis AAAI 2025 Cauchy-Schwarz Regularizers ICLR 2025 Causal Composition Diffusion Model for Closed-loop Traffic Generation CVPR 2025 Causal Concept Graph Models: Beyond Causal Opacity in Deep Learning ICLR 2025 Causal Denoising Prototypical Network for Few-Shot Multi-label Aspect Category Detection ACL 2025 Causal Disentanglement and Cross-Modal Alignment for Enhanced Few-Shot Learning ICCV 2025 Causal Effect Estimation with Mixed Latent Confounders and Post-treatment Variables ICLR 2025 Causal Graph based Event Reasoning using Semantic Relation Experts ACL 2025 Causal Graph Transformer for Treatment Effect Estimation Under Unknown Interference ICLR 2025 Causal Inference over Visual-Semantic-Aligned Graph for Image Classification AAAI 2025 Causal Invariance-aware Augmentation for Brain Graph Contrastive Learning ICML 2025 Causality-Aware Contrastive Learning for Robust Multivariate Time-Series Anomaly Detection ICML 2025 Causality Inspired Federated Learning for OOD Generalization ICML 2025 Causally Consistent Normalizing Flow AAAI 2025 Causal PETS: Causality-Informed PET Synthesis from Multi-modal Data MIDL 2025 Causal Representation Learning from General Environments under Nonparametric Mixing AISTATS 2025 CausalRivers - Scaling up benchmarking of causal discovery for real-world time-series ICLR 2025 Causal View of Time Series Imputation: Some Identification Results on Missing Mechanism IJCAI 2025 CausalVLBench: Benchmarking Visual Causal Reasoning in Large Vision-Language Models EMNLP 2025 Caution for the Environment: Multimodal LLM Agents are Susceptible to Environmental Distractions ACL 2025 CAVE : Detecting and Explaining Commonsense Anomalies in Visual Environments EMNLP 2025 CAVGAN: Unifying Jailbreak and Defense of LLMs via Generative Adversarial Attacks on their Internal Representations ACL 2025 Cavia: Camera-controllable Multi-view Video Diffusion with View-Integrated Attention ICML 2025 CAVIS: Context-Aware Video Instance Segmentation ICCV 2025