Deep Learning

Beyond Atomic Characters: Glyph-Aware Sub-character Alignment for Low-Resource Multilingual OCR ACL 2026 Beyond Binary Contrast: Modeling Continuous Skeleton Action Spaces with Transitional Anchors CVPR 2026 Beyond Boundaries: Leveraging Vision Foundation Models for Source-Free Object Detection AAAI 2026 Beyond Caption-Based Queries in Video Moment Retrieval CVPR 2026 Beyond Classification: Elaborating Network Predictions for Better Weakly Supervised Quantization MIDL 2026 Beyond [CLS] Token: Query-Driven Token-Level Forgery Purification for Generalizable Deepfake Detection CVPR 2026 Beyond Code Pairs: Dialogue-Based Data Generation for LLM Code Translation ACL 2026 Beyond Conservation: Flexible Molecular Assembly with Unbalanced Diffusion Bridge AAAI 2026 Beyond Content: A Comprehensive Speech Toxicity Dataset and Detection Framework Incorporating Paralinguistic Cues AAAI 2026 Beyond Diffusion: Consistency Models for One-Step, High-Fidelity MRI Reconstruction MIDL 2026 Beyond Duality: A Hybrid Framework of Leveraging Shared and Private Features for RGB-Event Object Detection CVPR 2026 Beyond End-to-End: Dynamic Chain Optimization for Private LLM Adaptation on the Edge ACL 2026 Beyond Experience Retrieval: Learning to Generate Utility-Optimized Structured Experience for Frozen LLMs ACL 2026 Beyond Explicit Language: Plug-and-Play Visual-to-Linguistic Modeling Toward General Object Tracking CVPR 2026 Beyond Fixed Depth: Adaptive Graph Neural Networks for Node Classification Under Varying Homophily AAAI 2026 Beyond Fixed Formulas: Data-Driven Linear Predictor for Efficient Diffusion Models CVPR 2026 Beyond Fully Random Masking: Attention-Guided Denoising and Optimization for Diffusion Language Models ACL 2026 Beyond Graph Model: Reliable VLM Fine-Tuning via Random Graph Adapter CVPR 2026 Beyond Graph Priors: A Co-Evolving Framework Under Uncertainty for Enterprise Resilience Assessment AAAI 2026 Beyond Ground-Truth: Leveraging Image Quality Priors for Real-World Image Restoration CVPR 2026 Beyond Hard Masks: Progressive Token Evolution for Diffusion Language Models ACL 2026 Beyond Illumination: Fine-Grained Detail Preservation in Extreme Dark Image Restoration AAAI 2026 Beyond Instruction Optimization: Multi-Agent Error-Driven Class Description Refinement for LLM-Based Classification ACL 2026 Beyond Layer-Wise Merging: Chain-of-Merging for Vision-Language Models CVPR 2026 Beyond Local Patterns: Multiscale Inconsistency Learning for Graph Anomaly Detection AAAI 2026