Deep Learning

A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression ACL 2025 A Similarity Paradigm Through Textual Regularization Without Forgetting AAAI 2025 A Simple and Comprehensive Benchmark for Single-Cell Transcriptomics AAAI 2025 A Simple Approach to Unifying Diffusion-based Conditional Generation ICLR 2025 A Simple Data Augmentation for Feature Distribution Skewed Federated Learning CVPR 2025 A Simple yet Effective ΔΔ G Predictor is An Unsupervised Antibody Optimizer and Explainer ICLR 2025 A Simple-Yet-Effective Data Augmentation Method for Speaker Identification in Novels Interspeech 2025 A Simple yet Effective Hypergraph Clustering Network IJCAI 2025 A Simple yet Effective Layout Token in Large Language Models for Document Understanding CVPR 2025 A Simple yet Mighty Hartley Diffusion Versatilist for Generalizable Dense Vision Tasks ICCV 2025 A-SMiLE: Affective Sparse Mixture-of-Experts Adapter with Multi-Task Learning for Spoken Dialogue Models Interspeech 2025 A Solvable Attention for Neural Scaling Laws ICLR 2025 A Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegrained Image Generation ICLR 2025 Aspect-Oriented Summarization for Psychiatric Short-Term Readmission Prediction EMNLP 2025 ASPERA: A Simulated Environment to Evaluate Planning for Complex Action Execution ACL 2025 ASPO: Adaptive Sentence-Level Preference Optimization for Fine-Grained Multimodal Reasoning ACL 2025 As Pseudo-Label Free as Possible: Leveraging Adaptive Feature Generation for Sparsely Annotated Object Detection AAAI 2025 A Square Peg in a Square Hole: Meta-Expert for Long-Tailed Semi-Supervised Learning ICML 2025 ASR Confidence Estimation using True Class Lexical Similarity Score Interspeech 2025 Assay2Mol: Large Language Model-based Drug Design Using BioAssay Context EMNLP 2025 AssembleFlow: Rigid Flow Matching with Inertial Frames for Molecular Assembly ICLR 2025 AssertionBench: A Benchmark to Evaluate Large-Language Models for Assertion Generation NAACL 2025 Assessing and Learning Alignment of Unimodal Vision and Language Models CVPR 2025 Assessing and Mitigating Medical Knowledge Drift and Conflicts in Large Language Models EMNLP 2025 Assessing effective de-escalation of crisis conversations using transformer-based models and trend statistics EMNLP 2025