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07/09/2023
DIFF-NST: Diffusion Interleaving For deFormable Neural Style Transfer
Neural Style Transfer (NST) is the field of study applying neural techni...
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04/12/2023
ALADIN-NST: Self-supervised disentangled representation learning of artistic style through Neural Style Transfer
Representation learning aims to discover individual salient features of ...
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04/11/2023
NeAT: Neural Artistic Tracing for Beautiful Style Transfer
Style transfer is the task of reproducing the semantic contents of a sou...
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04/10/2023
EKILA: Synthetic Media Provenance and Attribution for Generative Art
We present EKILA; a decentralized framework that enables creatives to re...
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04/06/2023
RoSteALS: Robust Steganography using Autoencoder Latent Space
Data hiding such as steganography and invisible watermarking has importa...
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03/23/2023
VADER: Video Alignment Differencing and Retrieval
We propose VADER, a spatio-temporal matching, alignment, and change summ...
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03/11/2023
PARASOL: Parametric Style Control for Diffusion Image Synthesis
We propose PARASOL, a multi-modal synthesis model that enables disentang...
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02/15/2023
Audio-Visual Contrastive Learning with Temporal Self-Supervision
We propose a self-supervised learning approach for videos that learns re...
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08/09/2022
HyperNST: Hyper-Networks for Neural Style Transfer
We present HyperNST; a neural style transfer (NST) technique for the art...
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07/26/2022
Video Manipulations Beyond Faces: A Dataset with Human-Machine Analysis
As tools for content editing mature, and artificial intelligence (AI) ba...
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07/05/2022
RepMix: Representation Mixing for Robust Attribution of Synthesized Images
Rapid advances in Generative Adversarial Networks (GANs) raise new chall...
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06/28/2022
SImProv: Scalable Image Provenance Framework for Robust Content Attribution
We present SImProv - a scalable image provenance framework to match a qu...
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03/17/2022
CoGS: Controllable Generation and Search from Sketch and Style
We present CoGS, a novel method for the style-conditioned, sketch-driven...
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03/10/2022
StyleBabel: Artistic Style Tagging and Captioning
We present StyleBabel, a unique open access dataset of natural language ...
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02/25/2022
ARIA: Adversarially Robust Image Attribution for Content Provenance
Image attribution – matching an image back to a trusted source – is an e...
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09/21/2021
VPN: Video Provenance Network for Robust Content Attribution
We present VPN - a content attribution method for recovering provenance ...
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08/16/2021
Scene Designer: a Unified Model for Scene Search and Synthesis from Sketch
Scene Designer is a novel method for searching and generating images usi...
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08/07/2021
OSCAR-Net: Object-centric Scene Graph Attention for Image Attribution
Images tell powerful stories but cannot always be trusted. Matching imag...
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06/15/2021
Compositional Sketch Search
We present an algorithm for searching image collections using free-hand ...
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06/14/2021
Magic Layouts: Structural Prior for Component Detection in User Interface Designs
We present Magic Layouts; a method for parsing screenshots or hand-drawn...
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03/17/2021
ALADIN: All Layer Adaptive Instance Normalization for Fine-grained Style Similarity
We present ALADIN (All Layer AdaIN); a novel architecture for searching ...
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06/15/2020
Geo-PIFu: Geometry and Pixel Aligned Implicit Functions for Single-view Human Reconstruction
We propose Geo-PIFu, a method to recover a 3D mesh from a monocular colo...
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02/24/2020
Sketchformer: Transformer-based Representation for Sketched Structure
Sketchformer is a novel transformer-based representation for encoding fr...
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01/14/2020
Neural Architecture Search for Deep Image Prior
We present a neural architecture search (NAS) technique to enhance the p...
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09/17/2019
An Internal Learning Approach to Video Inpainting
We propose a novel video inpainting algorithm that simultaneously halluc...
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08/08/2019
Semantic Estimation of 3D Body Shape and Pose using Minimal Cameras
We present an approach to accurately estimate high fidelity markerless 3...
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07/03/2019
Robust Synthesis of Adversarial Visual Examples Using a Deep Image Prior
We present a novel method for generating robust adversarial image exampl...
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05/15/2019
TAPESTRY: A Blockchain based Service for Trusted Interaction Online
We present a novel blockchain based service for proving the provenance o...
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04/26/2019
ARCHANGEL: Tamper-proofing Video Archives using Temporal Content Hashes on the Blockchain
We present ARCHANGEL; a novel distributed ledger based system for assuri...
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04/14/2019
LiveSketch: Query Perturbations for Guided Sketch-based Visual Search
LiveSketch is a novel algorithm for searching large image collections us...
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07/05/2018
Volumetric performance capture from minimal camera viewpoints
We present a convolutional autoencoder that enables high fidelity volume...
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07/04/2018
Deep Autoencoder for Combined Human Pose Estimation and body Model Upscaling
We present a method for simultaneously estimating 3D human pose and body...
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04/23/2018
ARCHANGEL: Trusted Archives of Digital Public Documents
We present ARCHANGEL; a de-centralised platform for ensuring the long-te...
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11/16/2016
