Deep Learning

From ID to LLM: Rethinking Representation Learning for Recommendation ACL 2026 From Individual to Common: An Early Exploration of Consensus in Non-verifiable Data for Balanced Preference Optimization ACL 2026 From Infusion to Assimilation Distillation for Medical Image Segmentation CVPR 2026 From Inpainting to Layer Decomposition: Repurposing Generative Inpainting Models for Image Layer Decomposition CVPR 2026 From Intuition to Investigation: A Tool-Augmented Reasoning MLLM Framework for Generalizable Face Anti-Spoofing CVPR 2026 From Isolation to Entanglement: When Do Interpretability Methods Identify and Disentangle Known Concepts? ACL 2026 From Lightweight CNNs to SpikeNets: Benchmarking Accuracy-Energy Tradeoffs with Pruned Spiking SqueezeNet WACV 2026 From Local to Global: Revisiting Structured Pruning Paradigms for Large Language Models ACL 2026 From Logical to Computational Sparsity: Structure-Aware Block-Sparse Attention for Long-Code Completion ACL 2026 From log 𝜋 to 𝜋: Taming Divergence in Soft Clipping via Bilateral Decoupled Decay of Probability Gradient Weight ACL 2026 From Manuals to Actions: A Unified VLA Model for Chain-of-Thought Manual Generation and Robotic Manipulation CVPR 2026 From Moves to Paths: A Hierarchical Framework for Trajectory Representation Learning UAI 2026 From Nodes to Narratives: Explaining Graph Neural Networks with LLMs and Graph Context ACL 2026 From None to All: Self-Supervised 3D Reconstruction via Novel View Synthesis CVPR 2026 From Observation to Action: Latent Action-based Primitive Segmentation for VLA Pre-training in Industrial Settings CVPR 2026 From Panel to Pixel: Zoom-In Vision-Language Pretraining from Biomedical Scientific Literature CVPR 2026 From Paper to Structured JSON: An Agentic AI Workflow for Compliant BMR Digital Transformation EACL 2026 From Parameter to Representation: A Closed-Form Approach for Controllable Model Merging AAAI 2026 From Past To Path: Masked History Learning for Next-Item Prediction in Generative Recommendation ACL 2026 From Pixels to Histopathology: A Graph-Based Framework for Interpretable Whole Slide Image Analysis MIDL 2026 From Pixel to Precision: Enhancing Handwritten Mathematical Expression Recognition with Image-Level Reward CVPR 2026 From Prompt to Production: Automating Brand-Safe Marketing Imagery with Text-to-Image Models WACV 2026 From Proof to Program: Characterizing Tool-Induced Reasoning Hallucinations in Large Language Models ACL 2026 From Rays to Projections: Better Inputs for Feed-Forward View Synthesis CVPR 2026 From Scale to Speed: Adaptive Test-Time Scaling for Image Editing CVPR 2026