TCEThis repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).
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entity-embedPyTorch library for transforming entities like companies, products, etc. into vectors to support scalable Record Linkage / Entity Resolution using Approximate Nearest Neighbors.
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Graph 2d cnnCode and data for the paper 'Classifying Graphs as Images with Convolutional Neural Networks' (new title: 'Graph Classification with 2D Convolutional Neural Networks')
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DecagonGraph convolutional neural network for multirelational link prediction
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JodieA PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"
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LucenenetApache Lucene.NET
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AnswerableRecommendation system for Stack Overflow unanswered questions
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keras rmacRMAC implementation in Keras
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libfmplibfmp - Python package for teaching and learning Fundamentals of Music Processing (FMP)
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PLBARTOfficial code of our work, Unified Pre-training for Program Understanding and Generation [NAACL 2021].
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COILNAACL2021 - COIL Contextualized Lexical Retriever
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raptorA lightweight product recommendation system (Item Based Collaborative Filtering) developed in Haskell.
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MachineLearningMachine learning for beginner(Data Science enthusiast)
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yummeYum-me is a nutrient based food recommendation system
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AudioAlignAudio Synchronization and Analysis Tool
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laracombee📊 A Recombee integration for Laravel
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word-embeddings-from-scratchCreating word embeddings from scratch and visualize them on TensorBoard. Using trained embeddings in Keras.
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FieldedSDMFielded Sequential Dependence Model (code and runs)
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MHCLNDeep Metric and Hash Code Learning Network for Content Based Retrieval of Remote Sensing Images
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pgdlWinning Solution of the NeurIPS 2020 Competition on Predicting Generalization in Deep Learning
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RETRO-pytorchImplementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch
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CVPR2020 PADS(CVPR 2020) This repo contains code for "PADS: Policy-Adapted Sampling for Visual Similarity Learning", which proposes learnable triplet mining with Reinforcement Learning.
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simple elmoSimple library to work with pre-trained ELMo models in TensorFlow
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Ranking PapersPapers on recommendation system / search ranking.
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Diverse-RecSysCollection of diverse recommendation papers
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EfficientUNetPlusPlusDecoder architecture based on the UNet++. Combining residual bottlenecks with depthwise convolutions and attention mechanisms, it outperforms the UNet++ in a coronary artery segmentation task, while being significantly more computationally efficient.
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News-Manager🗞news scraping and recommendation system
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shrec17Supplementary code for SHREC 2017 RGB-D Object-to-CAD Retrieval track
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OpenDialogAn Open-Source Package for Chinese Open-domain Conversational Chatbot (中文闲聊对话系统,一键部署微信闲聊机器人)
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vitrivr-ngvitrivr NG is a web-based user interface for searching and browsing mixed multimedia collections. It uses cineast as a backend
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PC3-pytorchPredictive Coding for Locally-Linear Control (ICML-2020)
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cherche📑 Neural Search
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object-aware-contrastiveObject-aware Contrastive Learning for Debiased Scene Representation (NeurIPS 2021)
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salbowSaliency Weighted Convolutional Features for Instance Search
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CondensedMoviesStory-Based Retrieval with Contextual Embeddings. Largest freely available movie video dataset. [ACCV'20]
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geometric embedding"Zero-Training Sentence Embedding via Orthogonal Basis" paper implementation
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cottontaildbCottontail DB is a column store aimed at multimedia retrieval. It allows for classical boolean as well as vector-space retrieval (nearest neighbour search) used in similarity search using a unified data and query model.
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beirA Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
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MoTISMobile(iOS) Text-to-Image search powered by multimodal semantic representation models(e.g., OpenAI's CLIP). Accepted at NAACL 2022.
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UDLFAn Unsupervised Distance Learning Framework for Multimedia Retrieval
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PyEmbeograph embeddings for neo4j in python
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tf retrieval baselineA Tensorflow retrieval (space embedding) baseline. Metric learning baseline on CUB and Stanford Online Products.
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img2vec-kerasImage to dense vector embedding. Clone of https://github.com/christiansafka/img2vec for Keras users
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cineastCineast is a multi-feature content-based mulitmedia retrieval engine. It is capable of retrieving images, audio- and video sequences as well as 3d models based on edge or color sketches, textual descriptions and example objects.
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Machine-LearningExamples of all Machine Learning Algorithm in Apache Spark
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awesome-visual-localization-papersThe relocalization task aims to estimate the 6-DoF pose of a novel (unseen) frame in the coordinate system given by the prior model of the world.
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DESOM🌐 Deep Embedded Self-Organizing Map: Joint Representation Learning and Self-Organization
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plexusPlexus - Interactive Emotion Visualization based on Social Media
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WhatliesToolkit to help understand "what lies" in word embeddings. Also benchmarking!
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Revisiting-Contrastive-SSLRevisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]
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AIML-ProjectsProjects I completed as a part of Great Learning's PGP - Artificial Intelligence and Machine Learning
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Catalyst🚀 Catalyst is a C# Natural Language Processing library built for speed. Inspired by spaCy's design, it brings pre-trained models, out-of-the box support for training word and document embeddings, and flexible entity recognition models.
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Cw2veccw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information
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