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Transformers

9294 directly classified papers

Papers per year

Papers

T3former: Temporal Graph Classification with Topological Machine Learning AAAI 2026
Kernelized Edge Attention: Addressing Semantic Attention Blurring in Temporal Graph Neural Networks AAAI 2026
Symphony-MoE: Harmonizing Disparate Pre-trained Models into a Coherent Mixture-of-Experts AAAI 2026
CometNet: Contextual Motif-guided Long-term Time Series Forecasting AAAI 2026
Self-Indexing KVCache: Predicting Sparse Attention from Compressed Keys AAAI 2026
Stationary and Clustering Transformer Hashing for Cross-modal Retrieval AAAI 2026
HALoRA: Low-Rank Adaptation with Hierarchical Budget Allocation for Efficient Vision-Language Alignment AAAI 2026
EMAformer: Enhancing Transformer Through Embedding Armor for Time Series Forecasting AAAI 2026
ITPP: Learning Disentangled Event Dynamics in Marked Temporal Point Processes AAAI 2026
Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models AAAI 2026
Browsing Like Human: A Multimodal Web Agent with Experiential Fast-and-Slow Thinking ACL 2025
Detecting Manipulation in Ukrainian Telegram: A Transformer-Based Approach to Technique Classification and Span Identification ACL 2025
I2-World: Intra-Inter Tokenization for Efficient Dynamic 4D Scene Forecasting ICCV 2025
CLaC at SemEval-2025 Task 6: A Multi-Architecture Approach for Corporate Environmental Promise Verification ACL 2025
CIC-IPN at SemEval-2025 Task 11: Transformer-Based Approach to Multi-Class Emotion Detection ACL 2025
MixANT: Observation-dependent Memory Propagation for Stochastic Dense Action Anticipation ICCV 2025
Resolving Token-Space Gradient Conflicts: Token Space Manipulation for Transformer-Based Multi-Task Learning ICCV 2025
UTBNLP at Semeval-2025 Task 11: Predicting Emotion Intensity with BERT and VAD-Informed Attention. ACL 2025
NBF at SemEval-2025 Task 5: Light-Burst Attention Enhanced System for Multilingual Subject Recommendation ACL 2025
Compass: Encrypted Semantic Search with High Accuracy OSDI 2025
VP-MEL: Visual Prompts Guided Multimodal Entity Linking ACL 2025
From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities ACL 2025
End-to-End Entity-Predicate Association Reasoning for Dynamic Scene Graph Generation ICCV 2025
DynImg: Key Frames with Visual Prompts are Good Representation for Multi-Modal Video Understanding ICCV 2025
Hybrid Layout Control for Diffusion Transformer: Fewer Annotations, Superior Aesthetics ICCV 2025