Transformers

Less Is More: Token Context-Aware Learning for Object Tracking AAAI 2025 LETS-C: Leveraging Text Embedding for Time Series Classification ACL 2025 LevAttention: Time, Space and Streaming Efficient Algorithm for Heavy Attentions ICLR 2025 Leveraging Cognitive Complexity of Texts for Contextualization in Dense Retrieval EMNLP 2025 Leveraging MLLM Embeddings and Attribute Smoothing for Compositional Zero-Shot Learning IJCAI 2025 Leveraging Multi-Level Features of ATST with Conformer-Based Dual-Branch Network for Sound Event Detection Interspeech 2025 Leveraging Multilingual Models for Robust Grammatical Error Correction Across Low-Resource Languages COLING 2025 LEVOS: Leveraging Vocabulary Overlap with Sanskrit to Generate Technical Lexicons in Indian Languages ACL 2025 LexiLogic@DravidianLangTech 2025: Detecting Fake News in Malayalam and AI-Generated Product Reviews in Tamil and Malayalam NAACL 2025 LexiLogic@DravidianLangTech 2025: Detecting Misogynistic Memes and Abusive Tamil and Malayalam Text Targeting Women on Social Media NAACL 2025 LHM: Large Animatable Human Reconstruction Model for Single Image to 3D in Seconds ICCV 2025 Lidar Waveforms are Worth 40x128x33 Words ICCV 2025 LieRE: Lie Rotational Positional Encodings ICML 2025 LiGAR: LiDAR-Guided Hierarchical Transformer for Multi-Modal Group Activity Recognition WACV 2025 Light3R-SfM: Towards Feed-forward Structure-from-Motion CVPR 2025 Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence NAACL 2025 Lightweight Gradient-Aware Upscaling of 3D Gaussian Splatting Images ICCV 2025 Limitations of Religious Data and the Importance of the Target Domain: Towards Machine Translation for Guinea-Bissau Creole NAACL 2025 Limits of Deep Learning: Sequence Modeling through the Lens of Complexity Theory ICLR 2025 Linear Attention Modeling for Learned Image Compression CVPR 2025 Linear Decoding of Morphology Relations in Language Models (Student Abstract) AAAI 2025 Linear Relational Decoding of Morphology in Language Models NAACL 2025 Linear Transformers as VAR Models: Aligning Autoregressive Attention Mechanisms with Autoregressive Forecasting ICML 2025 Linear Transformer Topological Masking with Graph Random Features ICLR 2025 LinGen: Towards High-Resolution Minute-Length Text-to-Video Generation with Linear Computational Complexity CVPR 2025