Transformers

Fundamental limits of learning in sequence multi-index models and deep attention networks: high-dimensional asymptotics and sharp thresholds ICML 2025 Fundamental Limits of Prompt Tuning Transformers: Universality, Capacity and Efficiency ICLR 2025 Fundamental Limits of Visual Autoregressive Transformers: Universal Approximation Abilities ICML 2025 FuocChuVIP123 at CoMeDi Shared Task: Disagreement Ranking with XLM-Roberta Sentence Embeddings and Deep Neural Regression COLING 2025 Fuse Before Transfer: Knowledge Fusion for Heterogeneous Distillation ICCV 2025 G3PT: Unleash the Power of Autoregressive Modeling in 3D Generation via Cross-Scale Querying Transformer IJCAI 2025 GaitContour: Efficient Gait Recognition Based on a Contour-Pose Representation WACV 2025 GaitCycFormer: Leveraging Gait Cycles and Transformers for Gait Emotion Recognition. AAAI 2025 Galileo: Learning Global & Local Features of Many Remote Sensing Modalities ICML 2025 GALLa: Graph Aligned Large Language Models for Improved Source Code Understanding ACL 2025 GANFusion: Feed-Forward Text-to-3D with Diffusion in GAN Space WACV 2025 GARLIC: GPT-Augmented Reinforcement Learning with Intelligent Control for Vehicle Dispatching AAAI 2025 GarmentDiffusion: 3D Garment Sewing Pattern Generation with Multimodal Diffusion Transformers IJCAI 2025 GaussTR: Foundation Model-Aligned Gaussian Transformer for Self-Supervised 3D Spatial Understanding CVPR 2025 Gaze-LLE: Gaze Target Estimation via Large-Scale Learned Encoders CVPR 2025 GenAI Content Detection Task 2: AI vs. Human – Academic Essay Authenticity Challenge COLING 2025 Gender-Neutral Large Language Models for Medical Applications: Reducing Bias in PubMed Abstracts ACL 2025 GenDoP: Auto-regressive Camera Trajectory Generation as a Director of Photography ICCV 2025 Generalist YOLO: Towards Real-Time End-to-End Multi-Task Visual Language Models WACV 2025 Generalized Attention Flow: Feature Attribution for Transformer Models via Maximum Flow ACL 2025 Generalized Embedding Models for Industry 4.0 Applications EMNLP 2025 Generalizing Reasoning Problems to Longer Lengths ICLR 2025 Generating, Fast and Slow: Scalable Parallel Video Generation with Video Interface Networks ICCV 2025 Generating Graphs via Spectral Diffusion ICLR 2025 Generation of Russian Poetry of Different Genres and Styles Using Neural Networks with Character-Level Tokenization NAACL 2025