Deep Learning

Prototype Guided Backdoor Defense via Activation Space Manipulation ICCV 2025 Prototype-Guided Multimodal Relation Extraction based on Entity Attributes AAAI 2025 Prototypical Extreme Multi-label Classification with a Dynamic Margin Loss NAACL 2025 ProtPainter: Draw or Drag Protein via Topology-guided Diffusion ICLR 2025 Provable Benefits of Task-Specific Prompts for In-context Learning AISTATS 2025 Provable Benefits of Unsupervised Pre-training and Transfer Learning via Single-Index Models ICML 2025 Provable Discriminative Hyperspherical Embedding for Out-of-Distribution Detection AAAI 2025 Provable Efficiency of Guidance in Diffusion Models for General Data Distribution ICML 2025 Provable In-Context Vector Arithmetic via Retrieving Task Concepts ICML 2025 Provable Length Generalization in Sequence Prediction via Spectral Filtering ICML 2025 Provable Maximum Entropy Manifold Exploration via Diffusion Models ICML 2025 Provable unlearning in topic modeling and downstream tasks ICLR 2025 Provably Improving Generalization of Few-shot models with Synthetic Data ICML 2025 Provably Near-Optimal Federated Ensemble Distillation with Negligible Overhead ICML 2025 Provably Robust Explainable Graph Neural Networks against Graph Perturbation Attacks ICLR 2025 Provably Secure Image Robust Steganography via Cross-modal Error Correction AAAI 2025 Proverbs Run in Pairs: Evaluating Proverb Translation Capability of Large Language Model ACL 2025 PRO-VPT: Distribution-Adaptive Visual Prompt Tuning via Prompt Relocation ICCV 2025 Proximal Algorithm Unrolling: Flexible and Efficient Reconstruction Networks for Single-Pixel Imaging CVPR 2025 Proxy-Bridged Game Transformer for Interactive Extreme Motion Prediction ICCV 2025 Proxy-Driven Robust Multimodal Sentiment Analysis with Incomplete Data ACL 2025 Proxy-FDA: Proxy-based Feature Distribution Alignment for Fine-tuning Vision Foundation Models without Forgetting ICML 2025 PruneCD: Contrasting Pruned Self Model to Improve Decoding Factuality EMNLP 2025 PruneSLU: Efficient On-device Spoken Language Understanding through Vocabulary and Structural Pruning Interspeech 2025 Pruning All-Rounder: Rethinking and Improving Inference Efficiency for Large Vision Language Models ICCV 2025