Soumava Paul

Official Code for "Can These Views Be One Scene?"

Research code from Johns Hopkins benchmarking 3D reconstruction AI models for reliability, exposing that popular models confidently produce 3D geometry from random noise, and providing COLMAP-based alternatives that match human judgment up to 4x better.

Python Implementation of Zero Shot Learning Algorithms (ALE, DeViSE, ESZSL, SAE, SJE) under ZSLGBU protocol

3DCoMPaT++: An improved large-scale 3D vision dataset for compositional recognition

[ECCV-W 2024] Code for Sp2360: Sparse-view 360° Scene Reconstruction using Cascaded 2D Diffusion Priors

[ICCV 2021] PyTorch implementation of "Universal Cross-Domain Retrieval: Generalizing across Classes and Domains"

[https://arxiv.org/abs/2208.09198] Test-Time Training for Universal Cross-Domain Retrieval

[TMLR 2025] Gaussian Scenes: Pose-Free Sparse-View Scene Reconstruction using Depth-Enhanced Diffusion Priors

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[CVPR2026 Findings] Name That Part: 3D Part Segmentation and Naming

website source code

Codes written for assignments of CS60052 (Spring'20)

Action Recognition using Time Series CNNs for EMG Data

Feature splatting based on INRIA GS rasterizer

Code for each week's short video of Siraj Raval Course on Reinforcement Learning "AI for Video Games"

Deep Learning tutorials in jupyter notebooks.

A guide on custom implementation of metric, logging, monitoring, and lr schedule callbacks in Keras

Genre Prediction using Movie Plot Summaries of the CMU Movie Summary Corpus

[INTERSPEECH 2021] Official Keras Implementation of "Knowledge Distillation for Singing Voice Detection"

C++ codes written for assignments of CS29003 (Spring 20)

Website for Robust Metrics Paper

Curated list of papers and resources focused on 3D Gaussian Splatting, intended to keep pace with the anticipated surge of research in the coming months.

Code Walkthrough for Generative Modelling with Inverse Heat Dissipation (ICLR 2023)

Ray Tracer Implemented for the Computer Graphics-I course at UdS (Winter 2022-23)

[ICCV-W 2021] PyTorch Implementation of "Addressing Target Shift in Zero-shot Learning using Grouped Adversarial Learning"

Easy Reference on Common Loss Function Definitions

Magenta: Music and Art Generation with Machine Intelligence

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Term Project for CE31501:Soft Computing Tools in Engineering

C Codes for sensor integration with Arduino

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Models for frame-wise video regression

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Image Processing (CS40019) Term Project

A curated list of awesome Deep Learning tutorials, projects and communities.

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

The most cited deep learning papers

Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

Simple tutorials using Google's TensorFlow Framework