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Transformers

9,294 papers

Papers per year

Papers

Compact Proofs of Model Performance via Mechanistic Interpretability NIPS 2024
Mixture of In-Context Experts Enhance LLMs' Long Context Awareness NIPS 2024
BehaviorGPT: Smart Agent Simulation for Autonomous Driving with Next-Patch Prediction NIPS 2024
DRIP: Unleashing Diffusion Priors for Joint Foreground and Alpha Prediction in Image Matting NIPS 2024
MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging NIPS 2024
GenWarp: Single Image to Novel Views with Semantic-Preserving Generative Warping NIPS 2024
Dynamic 3D Gaussian Fields for Urban Areas NIPS 2024
Non-asymptotic Convergence of Training Transformers for Next-token Prediction NIPS 2024
Decomposing and Interpreting Image Representations via Text in ViTs Beyond CLIP NIPS 2024
UPS: Unified Projection Sharing for Lightweight Single-Image Super-resolution and Beyond NIPS 2024
Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learner NIPS 2024
Segment Any Change NIPS 2024
Mesa-Extrapolation: A Weave Position Encoding Method for Enhanced Extrapolation in LLMs NIPS 2024
Lumen: Unleashing Versatile Vision-Centric Capabilities of Large Multimodal Models NIPS 2024
One-Layer Transformer Provably Learns One-Nearest Neighbor In Context NIPS 2024
Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured training NIPS 2024
Customized Multiple Clustering via Multi-Modal Subspace Proxy Learning NIPS 2024
SAM-Guided Masked Token Prediction for 3D Scene Understanding NIPS 2024
QT-ViT: Improving Linear Attention in ViT with Quadratic Taylor Expansion NIPS 2024
Towards a theory of how the structure of language is acquired by deep neural networks NIPS 2024
AnyFit: Controllable Virtual Try-on for Any Combination of Attire Across Any Scenario NIPS 2024
Understanding and Minimising Outlier Features in Transformer Training NIPS 2024
Toward Efficient Inference for Mixture of Experts NIPS 2024
Vision Transformer Neural Architecture Search for Out-of-Distribution Generalization: Benchmark and Insights NIPS 2024
Interpreting CLIP with Sparse Linear Concept Embeddings (SpLiCE) NIPS 2024