Deep Learning

WeMMU: Enhanced Bridging of Vision-Language Models and Diffusion Models via Noisy Query Tokens CVPR 2026 WFM: 3D Wavelet Flow Matching for Ultrafast Multi-Modal MRI Synthesis MIDL 2026 What Are You Doing? A Closer Look at Controllable Human Video Generation CVPR 2026 What Brain Data Adds to Language Model Training CoNLL 2026 What Do LLMs Learn First? Asymmetric Learning Dynamics of Input Complexity and Output Ambiguity in Preference Alignment ACL 2026 What Fine-Tuning Changes: A Radiomic Lens on Prostate Foundation Model Representations MIDL 2026 What Is It Like to Be a Noise? An Entropy-based Gaussian Noise Regularization for Diffusion Models CVPR 2026 What Makes a Good Curriculum? Disentangling the Effects of Data Ordering on LLM Mathematical Reasoning ACL 2026 What Makes Good Instruction-Tuning Data? An In-Context Learning Perspective ACL 2026 What Makes Good Synthetic Training Data for Zero-Shot Stereo Matching? CVPR 2026 What Makes LLMs Effective Sequential Recommenders? A Study on Preference Intensity and Temporal Context ACL 2026 What Matters in Practical Learned Image Compression CVPR 2026 What Really Matters for Table LLMs? A Meta-Evaluation of Model and Data Effects EACL 2026 What's Wrong with Synthetic Data for Scene Text Recognition? A Strong Synthetic Engine with Diverse Simulations and Self-Evolution CVPR 2026 When Agents Look the Same: Quantifying Distillation-Induced Similarity in Tool-Use Behaviors ACL 2026 When Anonymity Breaks: Identifying Models Behind Text-to-Image Leaderboards CVPR 2026 When Benchmarks Leak: Inference-Time Decontamination for LLMs ACL 2026 When Both Layers Learn: Training Dynamics of Representing Linear Models via ReLU Networks COLT 2026 When Can Transformers Count to n? UAI 2026 When Do Models Actually Decide? Mapping the Layer-Wise Decision Timeline in Pretrained Neural Networks CVPR 2026 When Efficiency Meets Safety: A Benchmark Security Analysis of KV Cache Compression in Large Language Models ACL 2026 When Environments Shift: Safe Planning with Generative Priors and Robust Conformal Prediction L4DC 2026 When Genes Speak: A Semantic-Guided Framework for Spatially Resolved Transcriptomics Data Clustering AAAI 2026 When in Doubt, Consult: Expert Debate for Sexism Detection via Confidence-Based Routing ACL 2026 When Lines Meet Textures: Spatial-Frequency Aligned Diffusion Features for Cross-Sparsity Correspondence CVPR 2026