Ronghang Hu

Code release for Hu et al. Segmentation from Natural Language Expressions. in ECCV, 2016

Code release for Fried et al., Speaker-Follower Models for Vision-and-Language Navigation. in NeurIPS, 2018.

Unofficial Python API for Google NotebookLM

verl: Volcano Engine Reinforcement Learning for LLMs

No description provided.

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🚀 Efficient implementations of state-of-the-art linear attention models

One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks

Code release for Hu et al., Learning to Segment Every Thing. in CVPR, 2018.

Code release for Hu et al. Learning to Reason: End-to-End Module Networks for Visual Question Answering. in ICCV, 2017

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Detect Anything via Next Point Prediction (Based on Qwen2.5-VL-3B)

Caffe: a fast open framework for deep learning.

Compact Bilinear Pooling in TensorFlow

See details in https://github.com/pytorch/xla/blob/r1.12/torch_xla/distributed/fsdp/README.md

Serve, optimize and scale PyTorch models in production

State-of-the-art Image & Video CLIP, Multimodal Large Language Models, and More!

The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

HOTA (and other) evaluation metrics for Multi-Object Tracking (MOT).

Code release for Hu et al., Language-Conditioned Graph Networks for Relational Reasoning. in ICCV, 2019

Code release for Hu et al. Modeling Relationships in Referential Expressions with Compositional Modular Networks. in CVPR, 2017

No description provided.

Code release for Hu et al. Natural Language Object Retrieval, in CVPR, 2016

Code release for Hu et al., Explainable Neural Computation via Stack Neural Module Networks. in ECCV, 2018

Used in M4C feature extraction script: https://github.com/facebookresearch/mmf/blob/project/m4c/projects/M4C/scripts/extract_ocr_frcn_feature.py

Sanguosha EX: An Open Source PC Game Based on Popular Desktop Game "Sanguosha"

Profiling analyses and comparisons between PyTorch/XLA and JAX

Enabling PyTorch on Google TPU

A simple but well-performing "single-hop" visual attention model for the GQA dataset

A list of examples for model scaling in PyTorch/XLA