Deep Learning

Look Within or Beyond? A Theoretical Comparison Between Parameter-Efficient and Full Fine-Tuning ACL 2026 looploop at SemEval-2026 Task 3: A Dimensional Aspect-Based Sentiment System with DeBERTa Regression and Qwen3 Instruction Fine-Tuning SemEval 2026 LoopTool: Closing the Data–Training Loop for Robust LLM Tool Calls ACL 2026 LoPrune: Efficient Data Pruning for LoRA-Based Fine-Tuning of Vision Transformer CVPR 2026 LoRA on the Go: Instance-level Dynamic LoRA Selection and Merging ACL 2026 LOREAL: Mitigating Low-Resolution Challenges in Vision-Language Models with Attribute-driven Prompt Self-Distillation CVPR 2026 LORETTA: A Low Resource Framework to Poison Continuous Time Dynamic Graphs AAAI 2026 Loss-Guided Auxiliary Agents for Overcoming Mode Collapse in GFlowNets AAAI 2026 LottieGPT: Tokenizing Vector Animation for Autoregressive Generation CVPR 2026 LOTUS: Evolving Multimodal Unlearning via Hyperbolic Entailment and Lorentz Transport ACL 2026 Love Me, Love My Label: Rethinking the Role of Labels in Prompt Retrieval for Visual In-Context Learning CVPR 2026 LowRank-CAM: A Computationally Efficient and Interpretable Framework for Medical Image Analysis (Student Abstract) AAAI 2026 Low-Rank Residual Diffusion Models CVPR 2026 Low-Rank Test-Time Training for Pre-Trained Point Cloud Models CVPR 2026 LRDUN: A Low-Rank Deep Unfolding Network for Efficient Spectral Compressive Imaging CVPR 2026 lrnnx: A library for Linear RNNs EACL 2026 LSAP-PV: High-Fidelity Palm Vein Image Synthesis via Layered Spectral Absorption Projection-Guided Diffusion Model AAAI 2026 LS-ViT: Least-Squares Hessian Based Block Reconstruction for Low-Bit Post-Training Quantization of Vision Transformers CVPR 2026 LumiMotion: Improving Gaussian Relighting with Scene Dynamics CVPR 2026 LUMIN: A Longitudinal Multi-modal Knowledge Decomposition Network for Predicting Breast Cancer Recurrence AAAI 2026 LumiX: Structured and Coherent Text-to-Intrinsic Generation CVPR 2026 Lumosaic: Hyperspectral Video via Active Illumination and Coded-Exposure Pixels CVPR 2026 LWGANet: Addressing Spatial and Channel Redundancy in Remote Sensing Visual Tasks with Light-Weight Grouped Attention AAAI 2026 Lynx: Towards High-Fidelity Personalized Video Generation CVPR 2026 M2PO: Multi-Perspective Multi-Pair Preference Optimization for Machine Translation ACL 2026