Deep Learning

Efficient Modality Translation via Arbitrary Conditioning and Wasserstein Regularization AAAI 2026 EfficientMonoHair: Fast Strand-Level Reconstruction from Monocular Video via Multi-View Direction Fusion CVPR 2026 Efficient Paths and Dense Rewards: Probabilistic Flow Reasoning for Large Language Models ACL 2026 Efficient probabilistic surrogate modeling techniques for partially-observed large-scale dynamical systems L4DC 2026 Efficient Process Reward Modeling via Contrastive Mutual Information ACL 2026 Efficient Provably Secure Linguistic Steganography via Range Coding ACL 2026 Efficient Sampling with Discrete Diffusion Models: Sharp and Adaptive Guarantees COLT 2026 Efficient Self-Evaluation for Diffusion Language Models via Sequence Regeneration ACL 2026 Efficient Self-Supervised Adaptation of 3D Abdominal Vision-Language Model for Institution-Specific HCC Classification via Full Fine-Tuning and PEFT MIDL 2026 Efficient Text-Guided Convolutional Adapter for the Diffusion Model WACV 2026 EfficientTool: A Cost-Effective Aligning Framework for Tool-Conditioned Agents in SME Scenarios ACL 2026 Efficient Training for Human Video Generation with Entropy-Guided Prioritized Progressive Learning CVPR 2026 Efficient Unrolled Networks for Large-Scale 3D Inverse Problems CVPR 2026 Efficient Verification and Falsification of ReLU Neural Barrier Certificates AAAI 2026 Efficient Vision Transformers via Token Merging with Head-wise Attention Correction WACV 2026 EfficientVPR: Toward Efficient Visual Place Recognition via Scene-Aware Prompt Tuning and Adaptive Feature Enhancement CVPR 2026 Efficient Weighted Sampling via Score-based Generative Models CVPR 2026 EFIQA: Explainable Fundus Image Quality Assessment via Anatomical Priors MIDL 2026 Ego-1K - A Large-Scale Multiview Video Dataset for Egocentric Vision CVPR 2026 Egocentric Visibility-Aware Human Pose Estimation CVPR 2026 EgoControl: Controllable Egocentric Video Generation via 3D Full-Body Poses CVPR 2026 EgoEdit: Dataset, Real-Time Streaming Model, and Benchmark for Egocentric Video Editing CVPR 2026 EgoFlow: Gradient-Guided Flow Matching for Egocentric 6DoF Object Motion Generation CVPR 2026 EgoMind: Activating Spatial Cognition through Linguistic Reasoning in MLLMs CVPR 2026 Ego-PMOVE: Prompt-aware Mixture of View Experts Network for Egocentric Gaze Prediction AAAI 2026