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Venkatesh Pattabiraman's Projects

ars icon ars

An implementation of the Augmented Random Search algorithm

byol-pytorch icon byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

cogvlm icon cogvlm

a state-of-the-art-level open visual language model | 多模态预训练模型

fish icon fish

Code for Teach a Robot to FISH: Versatile Imitation from One Minute of Demonstrations

hiss icon hiss

Hierarchical State Space Models

jaxrl icon jaxrl

JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.

pytorch-a2c-ppo-acktr-gail icon pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

robel-scenes icon robel-scenes

Shared MuJoCo simulation scenes and assets for ROBEL environments.

robel_dev icon robel_dev

ROBEL: Robotics Benchmarks for Learning with low-cost robots (dev fork)

segment-anything icon segment-anything

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.

torchdiffeq icon torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

xmem icon xmem

[ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model

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