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Transformers

9294 directly classified papers

Papers per year

Papers

Length-Induced Embedding Collapse in PLM-based Models ACL 2025
Enhancing Masked Time-Series Modeling via Dropping Patches AAAI 2025
PatentLMM: Large Multimodal Model for Generating Descriptions for Patent Figures AAAI 2025
ABC-Former: Auxiliary Bimodal Cross-domain Transformer with Interactive Channel Attention for White Balance CVPR 2025
Sticking to the Mean: Detecting Sticky Tokens in Text Embedding Models ACL 2025
CUNI at WMT25 General Translation Task EMNLP 2025
TurQUaz at GenAI Detection Task 1:Dr. Perplexity or: How I Learned to Stop Worrying and Love the Finetuning COLING 2025
Circuit Compositions: Exploring Modular Structures in Transformer-Based Language Models ACL 2025
Split Adaptation for Pre-trained Vision Transformers CVPR 2025
TabGLM: Tabular Graph Language Model for Learning Transferable Representations Through Multi-Modal Consistency Minimization AAAI 2025
Sequence Accumulation and Beyond: Infinite Context Length on Single GPU and Large Clusters AAAI 2025
Retrieval-Augmented Forecasting with Tabular Time Series Data ACL 2025
iTBLS: A Dataset of Interactive Conversations Over Tabular Information ACL 2025
Vision-Language Embodiment for Monocular Depth Estimation CVPR 2025
Continual SFT Matches Multimodal RLHF with Negative Supervision CVPR 2025
Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors (Extended Abstract) IJCAI 2025
SpeechEE@XLLM25: End-to-End Structured Event Extraction from Speech ACL 2025
Learning Occlusion-Robust Vision Transformers for Real-Time UAV Tracking CVPR 2025
TokenHSI: Unified Synthesis of Physical Human-Scene Interactions through Task Tokenization CVPR 2025
MA-RAG: Automating Role Engineering for RESTful APIs with Multi-Head Attention and Retrieval-Augmented Generation IJCAI 2025
Robust Multimodal Survival Prediction with Conditional Latent Differentiation Variational AutoEncoder CVPR 2025
Analyzing register variation in web texts through automatic segmentation NAACL 2025
RRG-Mamba: Efficient Radiology Report Generation with State Space Model IJCAI 2025
TAR3D: Creating High-Quality 3D Assets via Next-Part Prediction ICCV 2025
AudCast: Audio-Driven Human Video Generation by Cascaded Diffusion Transformers CVPR 2025