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04/08/2023
GPT4Rec: A Generative Framework for Personalized Recommendation and User Interests Interpretation
Recent advancements in Natural Language Processing (NLP) have led to the...
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03/30/2023
Asymmetric Face Recognition with Cross Model Compatible Ensembles
The asymmetrical retrieval setting is a well suited solution for resourc...
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07/25/2022
Contrastive Learning for Interactive Recommendation in Fashion
Recommender systems and search are both indispensable in facilitating pe...
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04/22/2022
Identity Preserving Loss for Learned Image Compression
Deep learning model inference on embedded devices is challenging due to ...
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03/03/2022
Efficient Video Instance Segmentation via Tracklet Query and Proposal
Video Instance Segmentation (VIS) aims to simultaneously classify, segme...
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05/03/2021
Synthetic Data for Model Selection
Recent improvements in synthetic data generation make it possible to pro...
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03/03/2021
Energy-Based Learning for Scene Graph Generation
Traditional scene graph generation methods are trained using cross-entro...
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01/07/2021
GAN-Control: Explicitly Controllable GANs
We present a framework for training GANs with explicit control over gene...
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06/03/2020
From Real to Synthetic and Back: Synthesizing Training Data for Multi-Person Scene Understanding
We present a method for synthesizing naturally looking images of multipl...
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05/21/2020
AOWS: Adaptive and optimal network width search with latency constraints
Neural architecture search (NAS) approaches aim at automatically finding...
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02/18/2020
Multi-Task Learning from Videos via Efficient Inter-Frame Attention
Prior work in multi-task learning has mainly focused on predictions on a...
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02/02/2018
ExpNet: Landmark-Free, Deep, 3D Facial Expressions
We describe a deep learning based method for estimating 3D facial expres...
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12/14/2017
Extreme 3D Face Reconstruction: Looking Past Occlusions
Existing single view, 3D face reconstruction methods can produce beautif...
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08/24/2017
FacePoseNet: Making a Case for Landmark-Free Face Alignment
We show how a simple convolutional neural network (CNN) can be trained t...
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03/30/2017
Deep 3D Face Identification
We propose a novel 3D face recognition algorithm using a deep convolutio...
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12/15/2016
Regressing Robust and Discriminative 3D Morphable Models with a very Deep Neural Network
The 3D shapes of faces are well known to be discriminative. Yet despite ...
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07/06/2016
Pooling Faces: Template based Face Recognition with Pooled Face Images
We propose a novel approach to template based face recognition. Our dual...
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04/11/2016
Capturing Dynamic Textured Surfaces of Moving Targets
We present an end-to-end system for reconstructing complete watertight a...
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03/28/2016
Exploring Local Context for Multi-target Tracking in Wide Area Aerial Surveillance
Tracking many vehicles in wide coverage aerial imagery is crucial for un...
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03/23/2016
Face Recognition Using Deep Multi-Pose Representations
We introduce our method and system for face recognition using multiple p...
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03/23/2016
Do We Really Need to Collect Millions of Faces for Effective Face Recognition?
Face recognition capabilities have recently made extraordinary leaps. Th...
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01/19/2016
A Closed-Form Solution to Tensor Voting: Theory and Applications
We prove a closed-form solution to tensor voting (CFTV): given a point s...
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11/12/2015
Facial Landmark Detection with Tweaked Convolutional Neural Networks
We present a novel convolutional neural network (CNN) design for facial ...
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06/29/2015