Deep Learning

Towards Effective, Stealthy, and Persistent Backdoor Attacks Targeting Graph Foundation Models AAAI 2026 Towards Effective Surgical Representation Learning with DINO Models MIDL 2026 Towards Efficient and Effective Diffusion Language Model Inference via Semantic-Aware Adaptive Denoising ACL 2026 Towards Efficient and Robust Manipulation via Multi-Frame Vision-Language-Action Modeling AAAI 2026 Towards Efficient Low-rate Image Compression with Frequency-aware Diffusion Prior Refinement AAAI 2026 Towards Efficient Medical Reasoning with Minimal Fine-Tuning Data CVPR 2026 Towards Explainable Video Camouflaged Object Detection: SAM2 with Eventstream-Inspired Data AAAI 2026 Towards Faithful Industrial RAG: A Reinforced Co-adaptation Framework for Advertising QA ACL 2026 Towards Fine-Grained and Multi-Granular Contrastive Language-Speech Pre-training ACL 2026 Towards Fine-Grained Attribution: Instance-Aware Preference Optimization for Aligning Diffusion Models CVPR 2026 Towards Foundation Models for 3D Scene Understanding: Instance-Aware Self-Supervised Learning for Point Clouds CVPR 2026 Towards Generalizable AI-Generated Image Detection via Image-Adaptive Prompt Learning CVPR 2026 Towards Generalized Multimodal Homography Estimation CVPR 2026 Towards Generalized Representations for Low-Light Understanding: When Signal Constancy Meets Semantic Enrichment CVPR 2026 Towards GUI Agents: Vision-Language Diffusion Models for GUI Grounding CVPR 2026 Towards High-Fidelity 3D Portrait Generation with Rich Details by Cross-View Prior-Aware Diffusion AAAI 2026 Towards High-Fidelity, Identity-Preserving Real-Time Makeup Transfer: Decoupling Style Generation WACV 2026 Towards Highly-Constrained Human Motion Generation with Retrieval-Guided Diffusion Noise Optimization CVPR 2026 Towards Highly Transferable Vision-Language Attack via Semantic-Augmented Dynamic Contrastive Interaction CVPR 2026 Towards High-Quality Image Segmentation: Improving Topology Accuracy by Penalizing Neighbor Pixels CVPR 2026 Towards High-resolution and Disentangled Reference-based Sketch Colorization CVPR 2026 Towards High Resolution Probabilistic Coastal Inundation Forecasting from Sparse Observations AAAI 2026 Towards Holistic Modeling for Video Frame Interpolation with Auto-regressive Diffusion Transformers CVPR 2026 Towards Human-Imperceptible Backdoor Attacks on Text-to-Image Diffusion Models CVPR 2026 Towards Human-Like Robot Handwriting via Contour-Aware Generation CVPR 2026