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Transformers

9,294 papers

Papers per year

Papers

Quantum-Infused Whisper: A Framework for Replacing Classical Components AACL 2025
Automated Telescope-Paper Linkage via Multi-Model Ensemble Learning AACL 2025
Enhanced Table Structure Recognition with Multi-Modal Approach AACL 2025
Does Vision Still Help? Multimodal Translation with CLIP-Based Image Selection AACL 2025
Overview of the First Workshop on Sign Language Processing (WSLP 2025) AACL 2025
Multilingual Sign Language Translation with Unified Datasets and Pose-Based Transformers AACL 2025
Enhancing Indian Sign Language Translation via Motion-Aware Modeling AACL 2025
TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables NIPS 2024
DiTFastAttn: Attention Compression for Diffusion Transformer Models NIPS 2024
Context and Geometry Aware Voxel Transformer for Semantic Scene Completion NIPS 2024
D-LLM: A Token Adaptive Computing Resource Allocation Strategy for Large Language Models NIPS 2024
Analyzing & Reducing the Need for Learning Rate Warmup in GPT Training NIPS 2024
VRSBench: A Versatile Vision-Language Benchmark Dataset for Remote Sensing Image Understanding NIPS 2024
CLIPCEIL: Domain Generalization through CLIP via Channel rEfinement and Image-text aLignment NIPS 2024
LAM3D: Large Image-Point Clouds Alignment Model for 3D Reconstruction from Single Image NIPS 2024
Weight decay induces low-rank attention layers NIPS 2024
HORSE: Hierarchical Representation for Large-Scale Neural Subset Selection NIPS 2024
Segment, Shuffle, and Stitch: A Simple Layer for Improving Time-Series Representations NIPS 2024
Self-Refining Diffusion Samplers: Enabling Parallelization via Parareal Iterations NIPS 2024
Interpretable Lightweight Transformer via Unrolling of Learned Graph Smoothness Priors NIPS 2024
Exploring Adversarial Robustness of Deep State Space Models NIPS 2024
Sharing Key Semantics in Transformer Makes Efficient Image Restoration NIPS 2024
Visual Prompt Tuning in Null Space for Continual Learning NIPS 2024
Kraken: Inherently Parallel Transformers For Efficient Multi-Device Inference NIPS 2024
Graph Diffusion Transformers for Multi-Conditional Molecular Generation NIPS 2024