Transformers

Mixture-of-Queries Transformer: Camouflaged Instance Segmentation via Queries Cooperation and Frequency Enhancement IJCAI 2025 Mixture of Weight-shared Heterogeneous Group Attention Experts for Dynamic Token-wise KV Optimization EMNLP 2025 MLKV: Multi-Layer Key-Value Heads for Memory Efficient Transformer Decoding NAACL 2025 mmFAS: Multimodal Face Anti-Spoofing Using Multi-Level Alignment and Switch-Attention Fusion AAAI 2025 MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models ICLR 2025 MMLabUIT at CoMeDiShared Task: Text Embedding Techniques versus Generation-Based NLI for Median Judgment Classification COLING 2025 MMRL: Multi-Modal Representation Learning for Vision-Language Models CVPR 2025 MMS-LLaMA: Efficient LLM-based Audio-Visual Speech Recognition with Minimal Multimodal Speech Tokens ACL 2025 MNLP@DravidianLangTech 2025: Transformer-based Multimodal Framework for Misogyny Meme Detection NAACL 2025 MoCE: Adaptive Mixture of Contextualization Experts for Byte-based Neural Machine Translation NAACL 2025 Modality-Independent Graph Neural Networks with Global Transformers for Multimodal Recommendation AAAI 2025 Modeling All Response Surfaces in One for Conditional Search Spaces AAAI 2025 Modeling the Evolution of English Noun Compounds with Feature-Rich Diachronic Compositionality Prediction ACL 2025 ModernBERT or DeBERTaV3? Examining Architecture and Data Influence on Transformer Encoder Models Performance IJCNLP 2025 Modular-Cam: Modular Dynamic Camera-view Video Generation with LLM AAAI 2025 MoH: Multi-Head Attention as Mixture-of-Head Attention ICML 2025 Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts ICML 2025 MojoBench: Language Modeling and Benchmarks for Mojo NAACL 2025 MoLA: MoE LoRA with Layer-wise Expert Allocation NAACL 2025 MOL-Mamba: Enhancing Molecular Representation with Structural & Electronic Insights AAAI 2025 Moment Quantization for Video Temporal Grounding ICCV 2025 MonoDGP: Monocular 3D Object Detection with Decoupled-Query and Geometry-Error Priors CVPR 2025 MonoInstance: Enhancing Monocular Priors via Multi-view Instance Alignment for Neural Rendering and Reconstruction CVPR 2025 Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training CVPR 2025 MonoMixer: Marrying Convolution and Vision Transformer for Efficient Self-Supervised Monocular Depth Estimation IJCAI 2025