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Transformers

9,294 papers

Papers per year

Papers

Can Transformers Smell Like Humans? NIPS 2024
DISP-LLM: Dimension-Independent Structural Pruning for Large Language Models NIPS 2024
Poseidon: Efficient Foundation Models for PDEs NIPS 2024
Decision Mamba: Reinforcement Learning via Hybrid Selective Sequence Modeling NIPS 2024
Dissecting the Interplay of Attention Paths in a Statistical Mechanics Theory of Transformers NIPS 2024
Generative Retrieval Meets Multi-Graded Relevance NIPS 2024
OmniJARVIS: Unified Vision-Language-Action Tokenization Enables Open-World Instruction Following Agents NIPS 2024
Efficient Large Multi-modal Models via Visual Context Compression NIPS 2024
Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series NIPS 2024
HumanSplat: Generalizable Single-Image Human Gaussian Splatting with Structure Priors NIPS 2024
SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention NIPS 2024
FastDrag: Manipulate Anything in One Step NIPS 2024
MambaTree: Tree Topology is All You Need in State Space Model NIPS 2024
Accelerating Pre-training of Multimodal LLMs via Chain-of-Sight NIPS 2024
Continual Audio-Visual Sound Separation NIPS 2024
Orchid: Flexible and Data-Dependent Convolution for Sequence Modeling NIPS 2024
Pretrained Transformer Efficiently Learns Low-Dimensional Target Functions In-Context NIPS 2024
DevBench: A multimodal developmental benchmark for language learning NIPS 2024
Sm: enhanced localization in Multiple Instance Learning for medical imaging classification NIPS 2024
Generating Highly Designable Proteins with Geometric Algebra Flow Matching NIPS 2024
Structured Unrestricted-Rank Matrices for Parameter Efficient Finetuning NIPS 2024
Understanding Transformer Reasoning Capabilities via Graph Algorithms NIPS 2024
Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging NIPS 2024
Bridging the Divide: Reconsidering Softmax and Linear Attention NIPS 2024
Humanoid Locomotion as Next Token Prediction NIPS 2024