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09/07/2023
InstructDiffusion: A Generalist Modeling Interface for Vision Tasks
We present InstructDiffusion, a unifying and generic framework for align...
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08/13/2023
Foundation Models in Smart Agriculture: Basics, Opportunities, and Challenges
The past decade has witnessed the rapid development of ML and DL methodo...
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06/06/2023
FaaSwap: SLO-Aware, GPU-Efficient Serverless Inference via Model Swapping
The dynamic request patterns of machine learning (ML) inference workload...
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03/24/2023
Make-It-3D: High-Fidelity 3D Creation from A Single Image with Diffusion Prior
In this work, we investigate the problem of creating high-fidelity 3D co...
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03/17/2023
IRGen: Generative Modeling for Image Retrieval
While generative modeling has been ubiquitous in natural language proces...
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11/23/2022
Paint by Example: Exemplar-based Image Editing with Diffusion Models
Language-guided image editing has achieved great success recently. In th...
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11/18/2022
A Structure-Guided Diffusion Model for Large-Hole Diverse Image Completion
Diverse image completion, a problem of generating various ways of fillin...
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10/05/2022
DigiFace-1M: 1 Million Digital Face Images for Face Recognition
State-of-the-art face recognition models show impressive accuracy, achie...
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08/25/2022
MaskCLIP: Masked Self-Distillation Advances Contrastive Language-Image Pretraining
This paper presents a simple yet effective framework MaskCLIP, which inc...
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06/30/2022
Semantic Image Synthesis via Diffusion Models
Denoising Diffusion Probabilistic Models (DDPMs) have achieved remarkabl...
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05/31/2022
Improved Vector Quantized Diffusion Models
Vector quantized diffusion (VQ-Diffusion) is a powerful generative model...
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03/02/2022
Protecting Celebrities with Identity Consistency Transformer
In this work we propose Identity Consistency Transformer, a novel face f...
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11/24/2021
PeCo: Perceptual Codebook for BERT Pre-training of Vision Transformers
This paper explores a better codebook for BERT pre-training of vision tr...
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08/15/2021
Exploring Temporal Coherence for More General Video Face Forgery Detection
Although current face manipulation techniques achieve impressive perform...
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12/07/2020
Identity-Driven DeepFake Detection
DeepFake detection has so far been dominated by “artifact-driven” method...
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09/14/2020
Old Photo Restoration via Deep Latent Space Translation
We propose to restore old photos that suffer from severe degradation thr...
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04/20/2020
Bringing Old Photos Back to Life
We propose to restore old photos that suffer from severe degradation thr...
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03/19/2020
GIQA: Generated Image Quality Assessment
Generative adversarial networks (GANs) have achieved impressive results ...
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12/31/2019
Face X-ray for More General Face Forgery Detection
In this paper we propose a novel image representation called face X-ray ...
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05/24/2019
Mask-Guided Portrait Editing with Conditional GANs
Portrait editing is a popular subject in photo manipulation. The Generat...
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03/20/2019
