Deep Learning

Adjoint Sampling: Highly Scalable Diffusion Samplers via Adjoint Matching ICML 2025 Adjustment for Confounding using Pre-Trained Representations ICML 2025 AD-LLM: Benchmarking Large Language Models for Anomaly Detection ACL 2025 A Domain Robust Pre-Training Method with Local Prototypes for Speaker Verification Interspeech 2025 A Drop-In Solution for On-the-Fly Adaptation of Speculative Decoding in Large Language Models ACL 2025 A Dual-Perspective NLG Meta-Evaluation Framework with Automatic Benchmark and Better Interpretability ACL 2025 Advacheck at GenAI Detection Task 1: AI Detection Powered by Domain-Aware Multi-Tasking COLING 2025 Advances in Auto-Grading with Large Language Models: A Cross-Disciplinary Survey ACL 2025 Advancing Adversarial Robustness in GNeRFs: The IL2-NeRF Attack CVPR 2025 Advancing Chart Question Answering with Robust Chart Component Recognition WACV 2025 Advancing Community Detection with Graph Convolutional Neural Networks: Bridging Topological and Attributive Cohesion IJCAI 2025 Advancing Constrained Monotonic Neural Networks: Achieving Universal Approximation Beyond Bounded Activations ICML 2025 Advancing E-commerce Merchants Telemarketing with Synthetic Data-Driven LLMs EMNLP 2025 Advancing Emotion Recognition via Ensemble Learning: Integrating Speech, Context, and Text Representations Interspeech 2025 Advancing Fine-Grained Visual Understanding with Multi-Scale Alignment in Multi-Modal Models EMNLP 2025 Advancing Generalizable Tumor Segmentation with Anomaly-Aware Open-Vocabulary Attention Maps and Frozen Foundation Diffusion Models CVPR 2025 Advancing General Multimodal Capability of Vision-language Models with Pyramid-descent Visual Position Encoding ACL 2025 Advancing Graph Generation through Beta Diffusion ICLR 2025 Advancing Language Models through Instruction Tuning: Recent Progress and Challenges EMNLP 2025 Advancing Manga Analysis: Comprehensive Segmentation Annotations for the Manga109 Dataset CVPR 2025 Advancing Medical Image Segmentation with Self-Supervised Learning: A 3D Student-Teacher Approach for Cardiac and Neurological Imaging MIDL 2025 Advancing Medical Multimodal Learning and Data Generation with Diffusion Model and LLM AAAI 2025 Advancing Myopia To Holism: Fully Contrastive Language-Image Pre-training CVPR 2025 Advancing Out-of-Distribution Detection via Local Neuroplasticity ICLR 2025 Advancing Pediatric ASR: The Role of Voice Generation in Disordered Speech Interspeech 2025