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03/23/2023
Three ways to improve feature alignment for open vocabulary detection
The core problem in zero-shot open vocabulary detection is how to align ...
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10/13/2022
Mass-Editing Memory in a Transformer
Recent work has shown exciting promise in updating large language models...
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06/01/2022
Deepfake Caricatures: Amplifying attention to artifacts increases deepfake detection by humans and machines
Deepfakes pose a serious threat to our digital society by fueling the sp...
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04/10/2022
Robust Cross-Modal Representation Learning with Progressive Self-Distillation
The learning objective of vision-language approach of CLIP does not effe...
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02/10/2022
Locating and Editing Factual Knowledge in GPT
We investigate the mechanisms underlying factual knowledge recall in aut...
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11/12/2021
Contrastive Feature Loss for Image Prediction
Training supervised image synthesis models requires a critic to compare ...
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03/19/2021
Paint by Word
We investigate the problem of zero-shot semantic image painting. Instead...
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02/15/2021
VA-RED^2: Video Adaptive Redundancy Reduction
Performing inference on deep learning models for videos remains a challe...
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08/12/2020
We Have So Much In Common: Modeling Semantic Relational Set Abstractions in Videos
Identifying common patterns among events is a key ability in human and m...
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11/01/2019
Multi-Moments in Time: Learning and Interpreting Models for Multi-Action Video Understanding
An event happening in the world is often made of different activities an...
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06/24/2019
GANalyze: Toward Visual Definitions of Cognitive Image Properties
We introduce a framework that uses Generative Adversarial Networks (GANs...
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06/09/2019
Cross-view Semantic Segmentation for Sensing Surroundings
Sensing surroundings is ubiquitous and effortless to humans: It takes a ...
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05/28/2019
Unsupervised Learning from Video with Deep Neural Embeddings
Because of the rich dynamical structure of videos and their ubiquity in ...
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05/14/2019
The Algonauts Project: A Platform for Communication between the Sciences of Biological and Artificial Intelligence
In the last decade, artificial intelligence (AI) models inspired by the ...
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01/09/2018
Moments in Time Dataset: one million videos for event understanding
We present the Moments in Time Dataset, a large-scale human-annotated co...
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11/22/2017