Transformers

A Solvable Attention for Neural Scaling Laws ICLR 2025 A Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegrained Image Generation ICLR 2025 Assessing effective de-escalation of crisis conversations using transformer-based models and trend statistics EMNLP 2025 Associative Transformer CVPR 2025 Astra: Efficient Transformer Architecture and Contrastive Dynamics Learning for Embodied Instruction Following EMNLP 2025 A Stronger Mixture of Low-Rank Experts for Fine-Tuning Foundation Models ICML 2025 Asymmetric Factorized Bilinear Operation for Vision Transformer ICLR 2025 AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration ICML 2025 A Systematic Study of Compositional Syntactic Transformer Language Models ACL 2025 ATA: Adaptive Transformation Agent for Text-Guided Subject-Position Variable Background Inpainting CVPR 2025 A-TASC: Asian TED-Based Automatic Subtitling Corpus ACL 2025 A Text-Based Recommender System that Leverages Explicit Affective State Preferences EMNLP 2025 A Theoretical Analysis of Self-Supervised Learning for Vision Transformers ICLR 2025 A Theoretical Study of (Hyper) Self-Attention through the Lens of Interactions: Representation, Training, Generalization ICML 2025 Atomas: Hierarchical Adaptive Alignment on Molecule-Text for Unified Molecule Understanding and Generation ICLR 2025 A Training-Free Length Extrapolation Approach for LLMs: Greedy Attention Logit Interpolation EMNLP 2025 Attend to Not Attended: Structure-then-Detail Token Merging for Post-training DiT Acceleration CVPR 2025 Attention as a Hypernetwork ICLR 2025 Attention-Guided Masked Autoencoders for Learning Image Representations WACV 2025 Attention-Imperceptible Backdoor Attacks on Vision Transformers AAAI 2025 Attention IoU: Examining Biases in CelebA using Attention Maps CVPR 2025 Attention layers provably solve single-location regression ICLR 2025 Attention Mechanisms Perspective: Exploring LLM Processing of Graph-Structured Data ICML 2025 Attention-Only Transformers via Unrolled Subspace Denoising ICML 2025 Attention on Multiword Expressions: A Multilingual Study of BERT-based Models with Regard to Idiomaticity and Microsyntax NAACL 2025