Deep Learning

AnyPortal: Zero-Shot Consistent Video Background Replacement ICCV 2025 Any-Resolution AI-Generated Image Detection by Spectral Learning CVPR 2025 AnySat: One Earth Observation Model for Many Resolutions, Scales, and Modalities CVPR 2025 AnyTalk: Multi-modal Driven Multi-domain Talking Head Generation AAAI 2025 Anytime Safe Reinforcement Learning L4DC 2025 Anywhere: A Multi-Agent Framework for User-Guided, Reliable, and Diverse Foreground-Conditioned Image Generation AAAI 2025 AoP-SAM: Automation of Prompts for Efficient Segmentation AAAI 2025 A Parallelized Framework for Simulating Large-Scale LLM Agents with Realistic Environments and Interactions ACL 2025 A Parallel Network for LRCT Segmentation and Uncertainty Mitigation with Fuzzy Sets UAI 2025 A Parameter-Efficient and Fine-Grained Prompt Learning for Vision-Language Models ACL 2025 APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning AAAI 2025 APB: Accelerating Distributed Long-Context Inference by Passing Compressed Context Blocks across GPUs ACL 2025 A Peer-review Look on Multi-modal Clustering: An Information Bottleneck Realization Method ICML 2025 APE: Faster and Longer Context-Augmented Generation via Adaptive Parallel Encoding ICLR 2025 A Perception-Based L2 Speech Intelligibility Indicator: Leveraging a Rater’s Shadowing and Sequence-to-sequence Voice Conversion Interspeech 2025 A Percolation Model of Emergence: Analyzing Transformers Trained on a Formal Language ICLR 2025 A Periodic Bayesian Flow for Material Generation ICLR 2025 A Perspective on LLM Data Generation with Few-shot Examples: from Intent to Kubernetes Manifest ACL 2025 APHQ-ViT: Post-Training Quantization with Average Perturbation Hessian Based Reconstruction for Vision Transformers CVPR 2025 A Physics-Augmented Deep Learning Framework for Classifying Single Molecule Force Spectroscopy Data ICML 2025 A Pioneering Neural Network Method for Efficient and Robust Fuel Sloshing Simulation in Aircraft AAAI 2025 A Pipeline to Assess Merging Methods via Behavior and Internals EMNLP 2025 APIRL: Deep Reinforcement Learning for REST API Fuzzing AAAI 2025 APKGC: Noise-enhanced Multi-Modal Knowledge Graph Completion with Attention Penalty AAAI 2025 APLOT: Robust Reward Modeling via Adaptive Preference Learning with Optimal Transport EMNLP 2025