Transformers

FoldToken: Learning Protein Language via Vector Quantization and Beyond AAAI 2025 FonTS: Text Rendering With Typography and Style Controls ICCV 2025 Foreground-Covering Prototype Generation and Matching for SAM-Aided Few-Shot Segmentation AAAI 2025 Forgetting Transformer: Softmax Attention with a Forget Gate ICLR 2025 FormalAlign: Automated Alignment Evaluation for Autoformalization ICLR 2025 Foundation Models and Adaptive Feature Selection: A Synergistic Approach to Video Question Answering WACV 2025 FreeFlux: Understanding and Exploiting Layer-Specific Roles in RoPE-Based MMDiT for Versatile Image Editing ICCV 2025 FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting IJCAI 2025 Free-MoRef: Instantly Multiplexing Context Perception Capabilities of Video-MLLMs within Single Inference ICCV 2025 FreeSplatter: Pose-free Gaussian Splatting for Sparse-view 3D Reconstruction ICCV 2025 Frequency-Domain Refinement of Vision Transformers for Robust Medical Image Segmentation under Degradation WACV 2025 Frequency-Dynamic Attention Modulation For Dense Prediction ICCV 2025 Frequency matters: Modeling irregular morphological patterns in Spanish with Transformers ACL 2025 From Characters to Tokens: Dynamic Grouping with Hierarchical BPE EMNLP 2025 From Clay to Code: Transforming Hittite Texts for Machine Learning NAACL 2025 From Conversational Speech to Readable Text: Post-Processing Noisy Transcripts in a Low-Resource Setting NAACL 2025 From RAG to Reality: Coarse-Grained Hallucination Detection via NLI Fine-Tuning ACL 2025 From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks NAACL 2025 From Scarcity to Capability: Empowering Fake News Detection in Low-Resource Languages with LLMs COLING 2025 From Scratch to Fine-Tuned: A Comparative Study of Transformer Training Strategies for Legal Machine Translation AACL 2025 From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities ACL 2025 From Theory to Practice: Rethinking Green and Martin Kernels for Unleashing Graph Transformers ICML 2025 From Weight-Based to State-Based Fine-Tuning: Further Memory Reduction on LoRA with Parallel Control ICML 2025 From Zero to Detail: Deconstructing Ultra-High-Definition Image Restoration from Progressive Spectral Perspective CVPR 2025 FullDiT: Video Generative Foundation Models with Multimodal Control via Full Attention ICCV 2025