Parameter-Efficient Fine-Tuning

DFD-HR: Generalizable Deepfake Detection via Hierarchical Routing Learning CVPR 2026 DGS: Dual Gradient and Semantic-Shift Guided Low-Rank Adaptation for Class Incremental Learning CVPR 2026 Domain Adaptation Without the Compute Burden for Efficient Whole Slide Image Analysis MIDL 2026 Dream at SemEval-2026 Task 13: SALSA for Single-Pass Machine-Generated Code Detection SemEval 2026 EasyOmnimatte: Taming Pretrained Inpainting Diffusion Models for End-to-End Video Layered Decompositio CVPR 2026 Efficient Self-Supervised Adaptation of 3D Abdominal Vision-Language Model for Institution-Specific HCC Classification via Full Fine-Tuning and PEFT MIDL 2026 EfficientTool: A Cost-Effective Aligning Framework for Tool-Conditioned Agents in SME Scenarios ACL 2026 EfficientVPR: Toward Efficient Visual Place Recognition via Scene-Aware Prompt Tuning and Adaptive Feature Enhancement CVPR 2026 Enhancing Continual Learning of Vision-Language Models via Dynamic Prefix Weighting CVPR 2026 ES4MLL at SemEval-2026 Task 2: Set Attention Aggregation and Recurrent Temporal Modeling for Longitudinal Affect Prediction SemEval 2026 FAAR: Efficient Frequency-Aware Multi-Task Fine-Tuning via Automatic Rank Selection CVPR 2026 FairLLaVA: Fairness-Aware Parameter-Efficient Fine-Tuning for Large Vision-Language Assistants CVPR 2026 FlexLLM: Token-Level Co-Serving of LLM Inference and Finetuning with SLO Guarantees NSDI 2026 Frame2Freq: Spectral Adapters for Fine-Grained Video Understanding CVPR 2026 From Experts to Bases: Orthogonal Subspace Mixture for Continual Multimodal Instruction Tuning ACL 2026 FSLoRA: Harmonizing Detection and Re-Identification via Freq-Spatial Low-Rank Adapter for One-Stage Person Search CVPR 2026 GeoRA: Geometry-Aware Low-Rank Adaptation for RLVR ACL 2026 GFRRN: Explore the Gaps in Single Image Reflection Removal CVPR 2026 HCMUS RepeatedGames at SemEval-2026 Task 12: CausalRAG: Synergizing Causal Graph Retrieval and Extended LoRA for Abductive Reasoning SemEval 2026 HiFICL: High-Fidelity In-Context Learning for Multimodal Tasks CVPR 2026 HiLoRA: Hierarchical Low-Rank Adaptation for Personalized Federated Learning CVPR 2026 HyperCT: Low-Rank Hypernet for Unified Chest CT Analysis MIDL 2026 Instant Personalized Large Language Model Adaptation via Hypernetwork ACL 2026 Keep It Frozen: Domain-Routed Conditional Residual Modulation for Multi-Domain Vision Transformers CVPR 2026 kirito at SemEval-2026 Task 3: Dimensional Aspect-Based Sentiment Analysis via Sentence Structure Parsing Preprocessing and Prompt-Enhanced Instruction Tuning SemEval 2026