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Songyang Zhang's Projects

2d-tan-microsoft icon 2d-tan-microsoft

AAAIβ€˜20 - Learning 2D Temporal Localization Networks for Moment Localization with Natural Language

ablr_code icon ablr_code

The source code of the paper: "To Find Where You Talk: Temporal Sentence Localization in Video with Attention Based Location Regression"

densevideocaptioning icon densevideocaptioning

Official Tensorflow Implementation of the paper "Bidirectional Attentive Fusion with Context Gating for Dense Video Captioning" in CVPR 2018, with code, model and prediction results.

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

flownet2-pytorch icon flownet2-pytorch

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

geometric-feature-release icon geometric-feature-release

Codes for our WACV2017 paper: "On Geometric Features for Skeleton-Based Action Recognition Using Multilayer LSTM Networks"

lime icon lime

Reimplementation of the paper "LIME: A Method for Low-light IMage Enhancement" in ACM MM 2016.

llava icon llava

[NeurIPS 2023 Oral] Visual Instruction Tuning: LLaVA (Large Language-and-Vision Assistant) built towards GPT-4V level capabilities.

localizingmoments icon localizingmoments

Github for my ICCV 2017 paper: "Localizing Moments in Video with Natural Language"

mac icon mac

MAC: Mining Activity Concepts for Language-based Temporal Localization

mmc-pcfg icon mmc-pcfg

Video-aided Unsupervised Grammar Induction, NAACLβ€˜21 [best long paper]

ordered-neurons icon ordered-neurons

Code for the paper "Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks"

ptc-pcfg icon ptc-pcfg

Codes for our EMNLP2022 paper: "Learning a Grammar Inducer by Watching Millions of Instructional YouTube Videos"

pytorch-struct icon pytorch-struct

Fast, general, and tested differentiable structured prediction in PyTorch

recurrent-transformer icon recurrent-transformer

[ACL 2020] PyTorch code for MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning

siamdw icon siamdw

Deeper and Wider Siamese Networks for Real-Time Visual Tracking

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