Multimodal Analysis, Generation and InteraCtion Research Group at Bath | MAGIc@Bath Research Group

Realistic Facial Animation with Applications for Visual Dubbing

Sat, 01 Jun 2030 13:00:00 +0000

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FACTS: Facial Animation Creation using the Transfer of Styles

Mon, 01 Jan 2024 00:00:00 +0000

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PIPER: Primitive-Informed Preference-based Hierarchical Reinforcement Learning via Hindsight Relabeling

Mon, 01 Jan 2024 00:00:00 +0000

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Rectification-Based Knowledge Retention for Task Incremental Learning

Mon, 01 Jan 2024 00:00:00 +0000

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Understanding the Generalization of Pretrained Diffusion Models on Out-of-Distribution Data

Mon, 01 Jan 2024 00:00:00 +0000

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VERSE: Virtual-Gradient Aware Streaming Lifelong Learning with Anytime Inference

Mon, 01 Jan 2024 00:00:00 +0000

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Attentive Contractive Flow with Lipschitz Constrained Self-Attention

Sun, 01 Jan 2023 00:00:00 +0000

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Audio-Visual Face Reenactment

Sun, 01 Jan 2023 00:00:00 +0000

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FaceOff: A Video-to-Video Face Swapping System

Sun, 01 Jan 2023 00:00:00 +0000

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READ Avatars: Realistic Emotion-controllable Audio Driven Avatars

Sun, 01 Jan 2023 00:00:00 +0000

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Streaming LifeLong Learning With Any-Time Inference

Sun, 01 Jan 2023 00:00:00 +0000

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Towards Accurate Lip-to-Speech Synthesis in-the-Wild

Sun, 01 Jan 2023 00:00:00 +0000

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Towards Generating Ultra-High Resolution Talking-Face Videos with Lip synchronization

Sun, 01 Jan 2023 00:00:00 +0000

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Towards MOOCs for Lipreading: Using Synthetic Talking Heads to Train Humans in Lipreading at Scale

Sun, 01 Jan 2023 00:00:00 +0000

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Contact

Mon, 24 Oct 2022 00:00:00 +0000

People

Mon, 24 Oct 2022 00:00:00 +0000

Tour

Mon, 24 Oct 2022 00:00:00 +0000

Auto QA: The Question Is Not Only What, but Also Where

Sat, 01 Jan 2022 00:00:00 +0000

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Compressing Video Calls using Synthetic Talking Heads

Sat, 01 Jan 2022 00:00:00 +0000

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Context extraction module for deep convolutional neural networks

Sat, 01 Jan 2022 00:00:00 +0000

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Explanation vs. attention: A two-player game to obtain attention for VQA and visual dialog

Sat, 01 Jan 2022 00:00:00 +0000

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Extreme-scale Talking-Face Video Upsampling with Audio-Visual Priors

Sat, 01 Jan 2022 00:00:00 +0000

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Fair Visual Recognition in Limited Data Regime using Self-Supervision and Self-Distillation

Sat, 01 Jan 2022 00:00:00 +0000

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First Workshop on Content Understanding and Generation for E-commerce

Sat, 01 Jan 2022 00:00:00 +0000

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Generalized Keyword Spotting using ASR embeddings

Sat, 01 Jan 2022 00:00:00 +0000

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Gradient Based Activations for Accurate Bias-Free Learning

Sat, 01 Jan 2022 00:00:00 +0000

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INR-V: A Continuous Representation Space for Video-based Generative Tasks

Sat, 01 Jan 2022 00:00:00 +0000

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Learning Speaker-specific Lip-to-Speech Generation

Sat, 01 Jan 2022 00:00:00 +0000

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Learning to Predict Speech in Silent Videos Via Audiovisual Analogy

Sat, 01 Jan 2022 00:00:00 +0000

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Lip-to-Speech Synthesis for Arbitrary Speakers in the Wild

Sat, 01 Jan 2022 00:00:00 +0000

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VQuAD: Video Question Answering Diagnostic Dataset

Sat, 01 Jan 2022 00:00:00 +0000

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Audio-Visual Speech Super-Resolution

Fri, 01 Jan 2021 00:00:00 +0000

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AVGZSLNet: Audio-Visual Generalized Zero-Shot Learning by Reconstructing Label Features from Multi-Modal Embeddings

Fri, 01 Jan 2021 00:00:00 +0000

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Collaborative Learning to Generate Audio-Video Jointly

Fri, 01 Jan 2021 00:00:00 +0000

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Deep Knowledge Distillation using Trainable Dense Attention

Fri, 01 Jan 2021 00:00:00 +0000

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Do not Forget to Attend to Uncertainty while Mitigating Catastrophic Forgetting

Fri, 01 Jan 2021 00:00:00 +0000

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Domain Impression: A Source Data Free Domain Adaptation Method

Fri, 01 Jan 2021 00:00:00 +0000

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Improving Few-Shot Learning using Composite Rotation based Auxiliary Task

Fri, 01 Jan 2021 00:00:00 +0000

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Intelligent video editing: incorporating modern talking face generation algorithms in a video editor

Fri, 01 Jan 2021 00:00:00 +0000

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Knowledge Consolidation based Class Incremental Online Learning with Limited Data

Fri, 01 Jan 2021 00:00:00 +0000

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More Parameters? No Thanks!

Fri, 01 Jan 2021 00:00:00 +0000

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Multimodal Humor Dataset: Predicting Laughter tracks for Sitcoms

Fri, 01 Jan 2021 00:00:00 +0000

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MUMC: Minimizing uncertainty of mixture of cues

Fri, 01 Jan 2021 00:00:00 +0000

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Personalized One-Shot Lipreading for an ALS Patient

Fri, 01 Jan 2021 00:00:00 +0000

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Probabilistic framework for solving visual dialog

Fri, 01 Jan 2021 00:00:00 +0000

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Rectification-Based Knowledge Retention for Continual Learning

Fri, 01 Jan 2021 00:00:00 +0000

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Revisiting Low Resource Status of Indian Languages in Machine Translation

Fri, 01 Jan 2021 00:00:00 +0000

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RNNP: A Robust Few-Shot Learning Approach

Fri, 01 Jan 2021 00:00:00 +0000

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Self Supervision for Attention Networks

Fri, 01 Jan 2021 00:00:00 +0000

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SHAD3S: A model to Sketch, Shade and Shadow

Fri, 01 Jan 2021 00:00:00 +0000

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Speech Prediction in Silent Videos Using Variational Autoencoders

Fri, 01 Jan 2021 00:00:00 +0000

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Towards Automatic Speech to Sign Language Generation

Fri, 01 Jan 2021 00:00:00 +0000

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Translating sign language videos to talking faces

Fri, 01 Jan 2021 00:00:00 +0000

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Uncertainty Class Activation Map (U-CAM) Using Gradient Certainty Method

Fri, 01 Jan 2021 00:00:00 +0000

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Visual Speech Enhancement Without A Real Visual Stream

Fri, 01 Jan 2021 00:00:00 +0000

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Jian Yang and Monica Hall Win the Best Paper Award at Wowchemy 2020

Wed, 02 Dec 2020 00:00:00 +0000

Congratulations to Jian Yang and Monica Hall for winning the Best Paper Award at the 2020 Conference on Wowchemy for their paper “Learning Wowchemy”.

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Richard Hendricks Wins First Place in the Wowchemy Prize

Tue, 01 Dec 2020 00:00:00 +0000

Congratulations to Richard Hendricks for winning first place in the Wowchemy Prize.

A \"Network Pruning Network\" Approach to Deep Model Compression

Wed, 01 Jan 2020 00:00:00 +0000

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A Lip Sync Expert Is All You Need for Speech to Lip Generation In the Wild

Wed, 01 Jan 2020 00:00:00 +0000

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A Multilingual Parallel Corpora Collection Effort for Indian Languages

Wed, 01 Jan 2020 00:00:00 +0000

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Acceleration of Deep Convolutional Neural Networks Using Adaptive Filter Pruning

Wed, 01 Jan 2020 00:00:00 +0000

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Accuracy Booster: Performance Boosting using Feature Map Re-calibration

Wed, 01 Jan 2020 00:00:00 +0000

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Bridged Variational Autoencoders for Joint Modeling of Images and Attributes

Wed, 01 Jan 2020 00:00:00 +0000

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Can I teach a robot to replicate a line art

Wed, 01 Jan 2020 00:00:00 +0000

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Cooperative Initialization based Deep Neural Network Training

Wed, 01 Jan 2020 00:00:00 +0000

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CPWC: Contextual Point Wise Convolution for Object Recognition

Wed, 01 Jan 2020 00:00:00 +0000

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Deep Bayesian Network for Visual Question Generation

Wed, 01 Jan 2020 00:00:00 +0000

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Determinantal Point Process as an alternative to NMS

Wed, 01 Jan 2020 00:00:00 +0000

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EDS pooling layer

Wed, 01 Jan 2020 00:00:00 +0000

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Explanation vs Attention: A Two-Player Game to Obtain Attention for VQA

Wed, 01 Jan 2020 00:00:00 +0000

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Exploring Pair-Wise NMT for Indian Languages

Wed, 01 Jan 2020 00:00:00 +0000

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FALF ConvNets: Fatuous auxiliary loss based filter-pruning for efficient deep CNNs

Wed, 01 Jan 2020 00:00:00 +0000

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GIFSL - grafting based improved few-shot learning

Wed, 01 Jan 2020 00:00:00 +0000

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Jointly Trained Image and Video Generation using Residual Vectors

Wed, 01 Jan 2020 00:00:00 +0000

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Learning Individual Speaking Styles for Accurate Lip to Speech Synthesis

Wed, 01 Jan 2020 00:00:00 +0000

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Learning to Switch CNNs with Model Agnostic Meta Learning for Fine Precision Visual Servoing

Wed, 01 Jan 2020 00:00:00 +0000

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Leveraging Filter Correlations for Deep Model Compression

Wed, 01 Jan 2020 00:00:00 +0000

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Minimizing Supervision in Multi-label Categorization

Wed, 01 Jan 2020 00:00:00 +0000

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Passive Batch Injection Training Technique: Boosting Network Performance by Injecting Mini-Batches from a different Data Distribution

Wed, 01 Jan 2020 00:00:00 +0000

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PhraseOut: A Code Mixed Data Augmentation Method for MultilingualNeural Machine Tranlsation

Wed, 01 Jan 2020 00:00:00 +0000

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Robust Explanations for Visual Question Answering

Wed, 01 Jan 2020 00:00:00 +0000

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SD-MTCNN: Self-Distilled Multi-Task CNN

Wed, 01 Jan 2020 00:00:00 +0000

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SkipConv: Skip Convolution for Computationally Efficient Deep CNNs

Wed, 01 Jan 2020 00:00:00 +0000

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STEER : Simple Temporal Regularization For Neural ODE

Wed, 01 Jan 2020 00:00:00 +0000

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Stochastic Talking Face Generation Using Latent Distribution Matching

Wed, 01 Jan 2020 00:00:00 +0000

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Visually Precise Query

Wed, 01 Jan 2020 00:00:00 +0000

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Attending to Discriminative Certainty for Domain Adaptation

Tue, 01 Jan 2019 00:00:00 +0000

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Cross-language Speech Dependent Lip-synchronization

Tue, 01 Jan 2019 00:00:00 +0000

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Curriculum based Dropout Discriminator for Domain Adaptation

Tue, 01 Jan 2019 00:00:00 +0000

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CVIT's submissions to WAT-2019

Tue, 01 Jan 2019 00:00:00 +0000

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HetConv: Heterogeneous Kernel-Based Convolutions for Deep CNNs

Tue, 01 Jan 2019 00:00:00 +0000

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Looking back at Labels: A Class based Domain Adaptation Technique

Tue, 01 Jan 2019 00:00:00 +0000

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Multi-Layer Pruning Framework for Compressing Single Shot MultiBox Detector

Tue, 01 Jan 2019 00:00:00 +0000

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Play and Prune: Adaptive Filter Pruning for Deep Model Compression

Tue, 01 Jan 2019 00:00:00 +0000

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Spotting words in silent speech videos: a retrieval-based approach

Tue, 01 Jan 2019 00:00:00 +0000

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Stability Based Filter Pruning for Accelerating Deep CNNs

Tue, 01 Jan 2019 00:00:00 +0000

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Towards Automatic Face-to-Face Translation

Tue, 01 Jan 2019 00:00:00 +0000

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U-CAM: Visual Explanation Using Uncertainty Based Class Activation Maps

Tue, 01 Jan 2019 00:00:00 +0000

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Unsupervised Synthesis of Anomalies in Videos: Transforming the Normal

Tue, 01 Jan 2019 00:00:00 +0000

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CVIT-MT Systems for WAT-2018

Mon, 01 Jan 2018 00:00:00 +0000

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Deep active learning for object detection

Mon, 01 Jan 2018 00:00:00 +0000

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Deep Domain Adaptation in Action Space

Mon, 01 Jan 2018 00:00:00 +0000

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Differential Attention for Visual Question Answering

Mon, 01 Jan 2018 00:00:00 +0000

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Eclectic domain mixing for effective adaptation in action spaces

Mon, 01 Jan 2018 00:00:00 +0000

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Learning Semantic Sentence Embeddings using Sequential Pair-wise Discriminator

Mon, 01 Jan 2018 00:00:00 +0000

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Monoaural Audio Source Separation Using Variational Autoencoders

Mon, 01 Jan 2018 00:00:00 +0000

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Multi-Agent Diverse Generative Adversarial Networks

Mon, 01 Jan 2018 00:00:00 +0000

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Multimodal Differential Network for Visual Question Generation

Mon, 01 Jan 2018 00:00:00 +0000

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No Modes Left Behind: Capturing the Data Distribution Effectively Using GANs

Mon, 01 Jan 2018 00:00:00 +0000

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U-DADA: Unsupervised Deep Action Domain Adaptation

Mon, 01 Jan 2018 00:00:00 +0000

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Unsupervised domain adaptation of deep object detectors

Mon, 01 Jan 2018 00:00:00 +0000

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Word Spotting in Silent Lip Videos

Mon, 01 Jan 2018 00:00:00 +0000

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Compact Environment-Invariant Codes for Robust Visual Place Recognition

Sun, 01 Jan 2017 00:00:00 +0000

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Contextual RNN-GANs for Abstract Reasoning Diagram Generation

Sun, 01 Jan 2017 00:00:00 +0000

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Reactive Displays for Virtual Reality

Sun, 01 Jan 2017 00:00:00 +0000

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Visual Odometry Based Omni-directional Hyperlapse

Sun, 01 Jan 2017 00:00:00 +0000

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Deep Attributes for One-Shot Face Recognition

Fri, 01 Jan 2016 00:00:00 +0000

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Using Gaussian Processes to Improve Zero-Shot Learning with Relative Attributes

Fri, 01 Jan 2016 00:00:00 +0000

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Adapting RANSAC SVM to Detect Outliers for Robust Classification

Thu, 01 Jan 2015 00:00:00 +0000

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Subspace Alignment Based Domain Adaptation for RCNN Detector

Thu, 01 Jan 2015 00:00:00 +0000

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Where is my friend? - Person identification in social networks

Thu, 01 Jan 2015 00:00:00 +0000

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Object Classification with Adaptable Regions

Wed, 01 Jan 2014 00:00:00 +0000

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Nonuniform image patch exemplars for low level vision

Tue, 01 Jan 2013 00:00:00 +0000

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Classification with Global, Local and Shared Features

Sun, 01 Jan 2012 00:00:00 +0000

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Action recognition: A region based approach

Sat, 01 Jan 2011 00:00:00 +0000

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Object and Action Classification with Latent Variables

Sat, 01 Jan 2011 00:00:00 +0000

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Systematic evaluation of super-resolution using classification

Sat, 01 Jan 2011 00:00:00 +0000

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Recovery of relative depth from a single observation using an uncalibrated (real-aperture) camera

Tue, 01 Jan 2008 00:00:00 +0000

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Regularized depth from defocus

Tue, 01 Jan 2008 00:00:00 +0000

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Image Restoration using Geometrically Stabilized Reverse Heat Equation

Mon, 01 Jan 2007 00:00:00 +0000

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On defocus, diffusion and depth estimation

Mon, 01 Jan 2007 00:00:00 +0000

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Retrieval of images of man-made structures based on projective invariance

Mon, 01 Jan 2007 00:00:00 +0000

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Shape Recovery Using Stochastic Heat Flow

Mon, 01 Jan 2007 00:00:00 +0000

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Super-Resolution Using Sub-band Constrained Total Variation

Mon, 01 Jan 2007 00:00:00 +0000

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Improved Kernel-Based Object Tracking Under Occluded Scenarios

Sun, 01 Jan 2006 00:00:00 +0000

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Shock Filters Based on Implicit Cluster Separation

Sat, 01 Jan 2005 00:00:00 +0000

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Image retrieval based on projective invariance

Thu, 01 Jan 2004 00:00:00 +0000

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Use of Linear Diffusion in Depth Estimation Based on Defocus Cue

Thu, 01 Jan 2004 00:00:00 +0000

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Mon, 01 Jan 0001 00:00:00 +0000

Avirup Dey

Mon, 01 Jan 0001 00:00:00 +0000

Avirup Dey is a 2nd-year Computer Science PhD student at the University of Bath, advised by Prof. Vinay Namboodiri. He works on controllable generative models for 3D facial animation. He previously worked as an undergraduate researcher in Jadavpur University and a MITACS intern at Ontario Tech University, working on various inverse imaging problems.