Deep Learning

Beyond Simple Edits: Composed Video Retrieval with Dense Modifications ICCV 2025 Beyond Single Emotion: Multi-label Approach to Conversational Emotion Recognition AAAI 2025 Beyond Single Frames: Can LMMs Comprehend Implicit Narratives in Comic Strip? EMNLP 2025 Beyond Single-Modal Boundary: Cross-Modal Anomaly Detection through Visual Prototype and Harmonization CVPR 2025 Beyond Skip Connection: Pooling and Unpooling Design for Elimination Singularities AAAI 2025 Beyond Spatial Domain: Cross-domain Promoted Fourier Convolution Helps Single Image Dehazing AAAI 2025 Beyond Spatial Explanations: Explainable Face Recognition in the Frequency Domain WACV 2025 Beyond Squared Error: Exploring Loss Design for Enhanced Training of Generative Flow Networks ICLR 2025 Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning ICML 2025 Beyond Text Compression: Evaluating Tokenizers Across Scales ACL 2025 Beyond Text: Unveiling Privacy Vulnerabilities in Multi-modal Retrieval-Augmented Generation EMNLP 2025 Beyond the convexity assumption: Realistic tabular data generation under quantifier-free real linear constraints ICLR 2025 Beyond the Leaderboard: Understanding Performance Disparities in Large Language Models via Model Diffing EMNLP 2025 Beyond the Limits: Overcoming Negative Correlation of Activation-Based Training-Free NAS ICCV 2025 Beyond the Mode: Sequence-Level Distillation of Multilingual Translation Models for Low-Resource Language Pairs NAACL 2025 Beyond the Permutation Symmetry of Transformers: The Role of Rotation for Model Fusion ICML 2025 Beyond the Prompt: Deploying Medical Foundation Models on Diverse Chest X-ray Populations MIDL 2025 Beyond the Scientific Document: A Citation-Aware Multi-Granular Summarization Approach with Heterogeneous Graphs EMNLP 2025 Beyond the Surface: Measuring Self-Preference in LLM Judgments EMNLP 2025 Beyond Topological Self-Explainable GNNs: A Formal Explainability Perspective ICML 2025 Beyond UDA: Examining Temporal and Frequency Representations in Time Series Transfer ACML 2025 Beyond Under-Alignment: Atomic Preference Enhanced Factuality Tuning for Large Language Models NAACL 2025 Beyond Virtual Points: Depth-Enhanced LiDAR-only 3D Object Detection with Semi-Supervised Learning (Student Abstract) AAAI 2025 Beyond WER: Probing Whisper’s Sub‐token Decoder Across Diverse Language Resource Levels EMNLP 2025 Beyond Words: Augmenting Discriminative Richness via Diffusions in Unsupervised Prompt Learning CVPR 2025