A S M Iftekhar (ASMIftekhar)

ASMIftekhar

Geek Repo

Company:Vision Research Lab, UCSB ECE.

Location:UCSB

Home Page:https://sites.google.com/view/asmiftekhar/home

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A S M Iftekhar's repositories

VSGNet

VSGNet:Spatial Attention Network for Detecting Human Object Interactions Using Graph Convolutions.

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Awesome-Learning-with-Label-Noise

A curated list of resources for Learning with Noisy Labels

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Bongard-HOI

[CVPR 2022 (oral)] Bongard-HOI for benchmarking few-shot visual reasoning

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CCL

PyTorch Implementation on Paper [CVPR2021]Distilling Audio-Visual Knowledge by Compositional Contrastive Learning

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CLUB

Code for ICML2020 paper - CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information

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DeepCEP_DAIS

Implementation of DeepCEP for DAIS paper

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ELR

Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels

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gtad

The official implementation of G-TAD: Sub-Graph Localization for Temporal Action Detection

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HAKE-Action-Torch

HAKE-Action in PyTorch

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HOI-Learning-List

A list of the Human-Object Interaction Learning studies.

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large_vocabulary_hoi_detection

Code for ICCV2021: Discovering Human Interactions with Large-Vocabulary Objects via Query and Multi-Scale Detection

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MethaneMapper-Spectral-Absorption-aware-Hyperspectral-Transformer-for-Methane-Detection

MethaneMapper: Spectral Absorption aware Hyperspectral Transformer for Methane Detection

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PlotNeuralNet

Latex code for making neural networks diagrams

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polyloss-pytorch

Implementing PolyLoss in Pytorch

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pytorch-estimate-flops

Estimate/count FLOPS for a given neural network using pytorch

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qpic

Repo for CVPR2021 paper "QPIC: Query-Based Pairwise Human-Object Interaction Detection with Image-Wide Contextual Information"

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spatio-attentive-graphs

Official PyTorch implementation for our paper "Spatio-attentive Graphs for Human-Object Interaction Detection"

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Squeeze-and-Recursion-Temporal-Gates

Code for : [Pattern Recognit. Lett. 2020] "Learn to cycle: Time-consistent feature discovery for action recognition" and [arXiv] "Right on Time: Multi-Temporal Convolutions for Human Action Recognition in Videos".

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StressNet-Detecting-stress-from-thermal-videos

StressNet: Detecting Stress in Thermal Videos

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suncet

Code to reproduce the results in the FAIR research papers "Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples" https://arxiv.org/abs/2104.13963 and "Supervision Accelerates Pre-training in Contrastive Semi-Supervised Learning of Visual Representations" https://arxiv.org/abs/2006.10803

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SupContrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

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T2T-ViT

ICCV2021, Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet

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trackformer

Implementation of "TrackFormer: Multi-Object Tracking with Transformers”. [Conference on Computer Vision and Pattern Recognition (CVPR), 2022]

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TSP

TSP: Temporally-Sensitive Pretraining of Video Encoders for Localization Tasks

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Video-Action-Transformer-Network-Pytorch-

Implementation of the paper Video Action Transformer Network

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vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

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