Deep Learning

From Zero to Detail: Deconstructing Ultra-High-Definition Image Restoration from Progressive Spectral Perspective CVPR 2025 FrontierScience Bench: Evaluating AI Research Capabilities in LLMs ACL 2025 Frozen Layers: Memory-efficient Many-fidelity Hyperparameter Optimization AutoML 2025 FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling ACL 2025 FrugalNeRF: Fast Convergence for Extreme Few-shot Novel View Synthesis without Learned Priors CVPR 2025 FSboard: Over 3 Million Characters of ASL Fingerspelling Collected via Smartphones CVPR 2025 FS-DAG: Few Shot Domain Adapting Graph Networks for Visually Rich Document Understanding COLING 2025 FSFM: A Generalizable Face Security Foundation Model via Self-Supervised Facial Representation Learning CVPR 2025 FSHNet: Fully Sparse Hybrid Network for 3D Object Detection CVPR 2025 FSL-Rectifier: Rectify Outliers in Few-Shot Learning via Test-Time Augmentation AAAI 2025 FSTA-SNN:Frequency-Based Spatial-Temporal Attention Module for Spiking Neural Networks AAAI 2025 FT-Boosted SV: Towards Noise Robust Speaker Verification for English Speaking Classroom Environments Interspeech 2025 FT-MDT: Extracting Decision Trees from Medical Texts via a Novel Low-rank Adaptation Method EMNLP 2025 FullDiT: Video Generative Foundation Models with Multimodal Control via Full Attention ICCV 2025 Full Network Capacity Framework for Sample-Efficient Deep Reinforcement Learning UAI 2025 Fully End-to-end Streaming Open-vocabulary Keyword Spotting with W-CTC Forced Alignment Interspeech 2025 Fully Few-shot Class-incremental Audio Classification Using Multi-level Embedding Extractor and Ridge Regression Classifier Interspeech 2025 Fully-inductive Node Classification on Arbitrary Graphs ICLR 2025 Fully Test-Time Adaptation for Feature Decrement in Tabular Data IJCAI 2025 Fully Test-time Adaptation for Tabular Data AAAI 2025 Functional Alignment Can Mislead: Examining Model Stitching ICML 2025 Functional Connectivity and Hilbert-Based Features for Covert Speech EEG Variability Analysis and Classification Interspeech 2025 Functional Connectomes of Neural Networks AAAI 2025 Functionality Understanding and Segmentation in 3D Scenes CVPR 2025 Function Encoders: A Principled Approach to Transfer Learning in Hilbert Spaces ICML 2025