LeapLab

Official Repository of Absolute Zero Reasoner

Official Repository of Cooragent.

Repository of Vision Transformer with Deformable Attention (CVPR2022) and DAT++: Spatially Dynamic Vision Transformerwith Deformable Attention

[ECCV 2024] Official repository of Agent Attention

[ICCV 2023] Official repository of FLatten Transformer

Official repository of ACmix (CVPR2022)

[NeurIPS 2024] Official repository of MLLA

repo for paper https://arxiv.org/abs/2504.13837

[CVPR 2026] [Best Paper Finalist] [Oral] Official repository of Vision Test-Time Training

[Nature Communications 2025] Towards Expert-level Autonomous Carotid Ultrasonography with Large-scale Learning-based Robotic System

1.5−3.0× lossless training or pre-training speedup. An off-the-shelf, easy-to-implement algorithm for the efficient training of foundation visual backbones.

No description.

Official repository of Slide-Transformer (CVPR2023)

[CVPR2024] GSVA: Generalized Segmentation via Multimodal Large Language Models

[ICML 2026 Oral] Minimalist RL for Diffusion LLMs. 89.1% on GSM8K.

[CVPR 2022] Pseudo-Q: Generating Pseudo Language Queries for Visual Grounding

[Nature Machine Intelligence 2025] Emulating Human-like Adaptive Vision for Efficient and Flexible Machine Visual Perception

[ICCV 2023] Adaptive Rotated Convolution for Rotated Object Detection

[Pattern Recognition 2025] Cross-Modal Adapter for Vision-Language Retrieval

Official repository of ActiveNeRF (ECCV2022)

[NeurIPS 2023] Rank-DETR for High Quality Object Detection

Pytorch implementation of DAPrompt: https://arxiv.org/abs/2202.06687

No description.

[TPAMI 2024] Probabilistic Contrastive Learning for Long-Tailed Visual Recognition

Code release for Deep Incubation (https://arxiv.org/abs/2212.04129)

[CVPR 2022] Official repository of AdaFocusV2.

[NeurIPS 2024] Official repository of InLine attention

[AAAI 2026] Official repository of Circulant Attention

Official repository of Uni-AdaFocus (TPAMI 2024).

No description.

[IEEE TPAMI] Latency-aware Unified Dynamic Networks for Efficient Image Recognition

🔥 Regeneration over editing: unlocking more effective image refinement!

[CVPR 2025] CheXWorld: Exploring Image World Modeling for Radiograph Representation Learning

[CVPR 2025] EchoWorld: Learning Motion-Aware World Models for Echocardiography Probe Guidance

A PyTorch implementation of the paper "Revisiting Non-Autoregressive Transformers for Efficient Image Synthesis"

[ECCV 2024] Efficient Diffusion Transformer with Step-wise Dynamic Attention Mediators

Official implementation of Dynamic Perceiver

Repository of "Train Once, Get a Family: State-Adaptive Balances for Offline-to-Online Reinforcement Learning" (NeurIPS 2023 Spotlight)

[ECCV 2022] Learning to Weight Samples for Dynamic Early-exiting Networks

CODA: Repurposing Continuous VAEs for Discrete Tokenization

[ECCV 2024] AdaNAT: Exploring Adaptive Policy for Token-Based Image Generation

InsightTok: Improving Text and Face Fidelity in Discrete Tokenization for Autoregressive Image Generation

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Repository of GridMix (ICLR 2025)

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Jittor implementation of Vision Transformer with Deformable Attention

[ICML 2024] SimPro: A Simple Probabilistic Framework Towards Realistic Long-Tailed Semi-Supervised Learning

[IEEE TIP] Fine-grained Recognition with Learnable Semantic Data Augmentation

No description.

Repository of Vision Transformer with Deformable Attention (CVPR2022) and DAT++: Spatially Dynamic Vision Transformerwith Deformable Attention

[MICCAI 2026] VA-Adapter: Adapting Ultrasound Foundation Model to Echocardiography Probe Guidance

[NeurIPS 2022] Latency-aware Spatial-wise Dynamic Networks

[NeurIPS 2024] ENAT: Rethinking Spatial-temporal Interactions in Token-based Image Synthesis

Official implementation of A Mixture of Surprises for Unsupervised Reinforcement Learning

Repository of Vision Transformer with Deformable Attention (CVPR2022) and DAT++: Spatially Dynamic Vision Transformerwith Deformable Attention

No description.

[ICML 2026] Official repository of Linearizing Vision Transformer with Test-Time Training

No description.

[ICRA 2026] UltraHiT: A Hierarchical Transformer Architecture for Generalizable Internal Carotid Artery Robotic Ultrasonography

No description.

[MICCAI 2026] UltraStar: Semantic-Aware Star Graph Modeling for Echocardiography Navigation

Official code for "AdaGen: Learning Adaptive Policy for Image Synthesis"

No description.

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[Pattern Recognition 2026] UltraSeP: Sequence-aware Pre-training for Echocardiography Probe Guidance

Code for robotic echocardiography system

No description.

Fork from Official code of paper "DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution"