Latest Community Sharing - Crossminds

Latest Community Sharing

Apr 8, 2021

72 videos

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Underspecification Presents Challenges for Credibility in Modern Machine Learning (Paper Explained)

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FLAVR: A fast and efficient technique for video frame interpolation

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Language Models are Open Knowledge Graphs (Paper Explained)

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Learning Continuous Image Representation with Local Implicit Image Function | CVPR 2021 Oral

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[WACV 2021] Visual Speech Enhancement Without a Real Visual Stream

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Deep Generative Modeling for Scene Synthesis via Hybrid Representations

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HyperCon: Image-To-Video Model Transfer for Video-To-Video Translation Tasks

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WACV 2021 - Efficient Attention: Attention with Linear Complexities

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Time-Travel Rephotography

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Unit Test Case Generation with Transformers (Research Paper Walkthrough)

prakharmishra137

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The Six Hug Commandments: Design and Evaluation of a Human-Sized Hugging Robot with Visual and Haptic Perception

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ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised Learning

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Dynamic Language Binding in Relational Visual Reasoning - 15 mins talk

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improved techniques for training single-image gans

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Deep Networks Are Kernel Machines (Paper Explained)

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DualSR: Zero-Shot Dual Learning for Real-World Super-Resolution

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GAN-Leaks: A Taxonomy of Membership Inference Attacks against GANs | CCS 2020

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Accelerating Approximate Bayesian Computation for Covid-19 Models

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Self-Distillation Amplifies Regularization in Hilbert Space

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Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows

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PixelNeRF: Neural Radiance Fields From One or Few Images

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Dynamic Language Binding in Relational Visual Reasoning - 5 mins talk

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[KDD 2020]List-wise Fairness Criterion for Point Processes

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Hierarchical Conditional Relation Networks for Video Question Answering - Oral Presentation

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[ICRA 2020] Object Finding in Cluttered Scenes Using Interactive Perception

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Extracting Training Data from Large Language Models (Paper Explained)

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CIKM2020 Active Search using Meta-Bandits

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Predictive Coding Approximates Backprop along Arbitrary Computation Graphs (Paper Explained)

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[ECCV 2020] - DronePose: Photorealistic UAV-Assistant Dataset Synthesis for 3D Pose Estimation

Giorgos Albanis

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LT-GAN: Self-Supervised GAN with Latent Transformation Detection

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[KDD2020] Automatic Validation of Textual Attribute Values in E-commerce Catalog by Learning with Limited Labeled Data

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Multimodal Knowledge Graph for Deep Learning Papers and Code

Amar Viswanathan Kannan

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MixNet for Generalized Face Presentation Attack Detection

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Revisiting Street-to-Aerial View Image Geo-localization and Orientation Estimation

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Modeling the Distribution of Normal Data in Pre-Trained Deep Features for Anomaly Detection

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Fast Fourier Intrinsic Network

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Deep Lighting Environment Map Estimation from Spherical Panoramas

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[SIGGRAPH 2020] Neural Subdivision

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Automatic Open-World Reliability Assessment

Mohsen Jafarzadeh

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Price Suggestion for Online Second-hand Items with Texts and Images

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STOCHASTIC MEME DESCENT - Deep Learning Meme Review - Episode 2 (Part 2 of 2)

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PAIR AI Explorables | Is the problem in the data? Examples on Fairness, Diversity, and Bias.

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[ECCV 2020 (Oral)] Online Invariance Selection for Local Feature Descriptors

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Self-supervised Depth Denoising Using Lower- and Higher-quality RGB-D sensors

Akhmedkhan Shabanov

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[SIGGRAPH 2020] Exertion-aware Path Generation

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ECCV 2020 - short presentation - Fast Video Object Segmentation using the Global Context Module

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ARCADe: A Rapid Continual Anomaly Detector

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Bridging the gap between Natural and Medical Images through Deep Colorization

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Detecting Marine Species in Echograms via Traditional, Hybrid, and DL Frameworks

Tunai P. Marques

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Model-Agnostic Boundary-Adversarial Sampling for Test-Time Generalization in Few-Shot learning

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Quaternion Capsule Networks

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Feedback Transformers: Addressing Some Limitations of Transformers with Feedback Memory (Explained)

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Automatic Object Recoloring Using Adversarial Learning

Siavash Khodadadeh

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GlossBERT_ BERT for Word Sense Disambiguation with Gloss Knowledge (Research Paper Walkthrough)

prakharmishra137

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Fingerprints, forever young? by R. Kessler, O. Henniger & C. Busch

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Node2Vec: Scalable Feature Learning for Networks | ML with Graphs | Research Paper Walkthrough

prakharmishra137

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Exploring Learning Dynamics of DNNs via Layerwise Conditioning Analysis

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Developing Recommendation System to provide a Personalized Learning experience at Chegg

Sanghamitra Deb

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How to Define a Rejection Class Based on Model Learning?

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OpenAI CLIP: ConnectingText and Images (Paper Explained)

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Spike-Thrift: Towards Energy-Efficient Deep Spiking Neural Networks by Limiting Spiking Activity via Attention-Guided Compression

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Cluster-size constrained network partitioning

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Shape from Caustics: Reconstruction of 3D-Printed Glass from Simulated Caustic Images

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An Unsupervised Approach towards Varying Human Skin Tone Using Generative Adversarial Networks

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Concept Embedding through Canonical Forms and Zero-Shot

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Are spoofs from latent fingerprints a real threat for the best state-of-art liveness detectors?

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Marginal Utility for Planning in Continuous or Large Discrete Action Spaces

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Excluded by Robots: Can Robot-Robot-Human Interaction Lead to Ostracism?

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Electroencephalography signal processing based on textural features for monitoring the driver's state by a Brain-Computer Interface

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CRIM at SemEval-2018 Task 9: A Hybrid Approach to Hypernym Discovery | Research Paper Walkthrough

prakharmishra137

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LSBert: A Simple Framework for Lexical Simplification | Research Paper Walkthrough

prakharmishra137

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Respecting Domain Relations: Hypothesis Invariance for Domain Generalization