Deep Learning

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction IJCAI 2025 LEO-MINI: An Efficient Multimodal Large Language Model using Conditional Token Reduction and Mixture of Multi-Modal Experts EMNLP 2025 LESA: Learnable LLM Layer Scaling-Up ACL 2025 LesionLocator: Zero-Shot Universal Tumor Segmentation and Tracking in 3D Whole-Body Imaging CVPR 2025 Less Attention is More: Prompt Transformer for Generalized Category Discovery CVPR 2025 Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts ACL 2025 Less Can be More: An Empirical Evaluation of Small and Large Language Models for Sentence-level Claim Detection ACL 2025 Less for More: Enhanced Feedback-aligned Mixed LLMs for Molecule Caption Generation and Fine-Grained NLI Evaluation ACL 2025 Less is More: Efficient Image Vectorization with Adaptive Parameterization CVPR 2025 Less is More: Efficient Model Merging with Binary Task Switch CVPR 2025 Less is More: Empowering GUI Agent with Context-Aware Simplification ICCV 2025 Less is More: Improving Motion Diffusion Models with Sparse Keyframes ICCV 2025 Less is More: Masking Elements in Image Condition Features Avoids Content Leakages in Style Transfer Diffusion Models ICLR 2025 Less Is More: Token Context-Aware Learning for Object Tracking AAAI 2025 Less Mature is More Adaptable for Sentence-level Language Modeling ACL 2025 Lessons Learned in Assessing Student Reflections with LLMs ACL 2025 Lessons Learnt: Revisit Key Training Strategies for Effective Speech Emotion Recognition in the Wild Interspeech 2025 Less-to-More Generalization: Unlocking More Controllability by In-Context Generation ICCV 2025 Let Me Grok for You: Accelerating Grokking via Embedding Transfer from a Weaker Model ICLR 2025 Let Modalities Teach Each Other: Modal-Collaborative Knowledge Extraction and Fusion for Multimodal Knowledge Graph Completion NAACL 2025 Let Samples Speak: Mitigating Spurious Correlation by Exploiting the Clusterness of Samples CVPR 2025 Let's Chorus: Partner-aware Hybrid Song-Driven 3D Head Animation CVPR 2025 LETS-C: Leveraging Text Embedding for Time Series Classification ACL 2025 LETS Forecast: Learning Embedology for Time Series Forecasting ICML 2025 Let’s Fuse Step by Step: A Generative Fusion Decoding Algorithm with LLMs for Robust and Instruction-Aware ASR and OCR ACL 2025