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07/26/2023
Skill-it! A Data-Driven Skills Framework for Understanding and Training Language Models
The quality of training data impacts the performance of pre-trained larg...
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05/17/2023
Compress, Then Prompt: Improving Accuracy-Efficiency Trade-off of LLM Inference with Transferable Prompt
Large Language Models (LLMs), armed with billions of parameters, exhibit...
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01/03/2023
High-Quality Supersampling via Mask-reinforced Deep Learning for Real-time Rendering
To generate high quality rendering images for real time applications, it...
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11/16/2022
Holistic Evaluation of Language Models
Language models (LMs) are becoming the foundation for almost all major l...
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03/31/2022
Deformable Video Transformer
Video transformers have recently emerged as an effective alternative to ...
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03/27/2022
UV Volumes for Real-time Rendering of Editable Free-view Human Performance
Neural volume rendering has been proven to be a promising method for eff...
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03/23/2022
VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training
Pre-training video transformers on extra large-scale datasets is general...
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06/17/2021
Long-Short Temporal Contrastive Learning of Video Transformers
Video transformers have recently emerged as a competitive alternative to...
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10/14/2020
Practical Deep Raw Image Denoising on Mobile Devices
Deep learning-based image denoising approaches have been extensively stu...
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10/12/2020
High-Fidelity 3D Digital Human Creation from RGB-D Selfies
We present a fully automatic system that can produce high-fidelity, phot...
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07/05/2020
Learning Color Compatibility in Fashion Outfits
Color compatibility is important for evaluating the compatibility of a f...
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09/10/2019
Disentangled Image Matting
Most previous image matting methods require a roughly-specificed trimap ...
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04/29/2019
Learning Raw Image Denoising with Bayer Pattern Unification and Bayer Preserving Augmentation
In this paper, we present new data pre-processing and augmentation techn...
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01/25/2019
Audio-Visual Scene-Aware Dialog
We introduce the task of scene-aware dialog. Given a follow-up question ...
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01/09/2019
GIF2Video: Color Dequantization and Temporal Interpolation of GIF images
Graphics Interchange Format (GIF) is a highly portable graphics format t...
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08/23/2018
Deep Portrait Image Completion and Extrapolation
General image completion and extrapolation methods often fail on portrai...
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06/21/2018
