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Affective Faces for Goal-Driven Dyadic Communication
Scott Geng*,
Revant Teotia*,
Purva Tendulkar,
Sachit Menon,
Carl Vondrick
In submission
arXiv /
project page
We introduce a video framework for modeling goal-conditioned interactions between verbal and non-verbal communication in dyadic conversations. To study this problem, we also introduce the RealTalk video dataset, which contains 100+ hours of unscripted in-the-wild conversations.
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Understanding Zero-shot Adversarial
Robustness for Large-Scale Models
Chengzhi Mao*,
Scott Geng*,
Junfeng Yang,
Xin Wang,
Carl Vondrick
ICLR, 2023
arXiv
We identify the novel problem of zero-shot adversarial robustness and propose a new text-grounded adversarial training objective that can help make CLIP robust while preserving its ability to generalize.
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NeuDep: Neural Binary Memory Dependence Analysis
Kexin Pei,
Dongdong She*,
Michael Wang*,
Scott Geng*,
Zhou Xuan,
Yaniv David,
Junfeng Yang,
Suman Jana,
Baishakhi Ray
ESEC/FSE, 2022
arXiv
/
code
Unlike in natural text, the semantic meaning of code is explictly measureable as the CPU's runtime memory values. Inferring execution traces gives a natural self-supervised task, which we leverage to learn good representations of binary code.
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Cerebellar Oscillations in Familial and Sporadic Essential Tremor
Shi-Bing Wong,
Yi-Mei Wang,
Chih-Chun Lin,
Scott Geng,
Nora Vanegas-Arroyave,
Seth Pullman,
Sheng-Han Kuo,
Ming-Kai Pan
The Cerebellum, 2021
paper
Low-frequency brain waves are correlated with symptom severity in sporadic essential tremor but not familial (i.e. genetic). Suggests difference in mechanism.
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Jon Barron has a very clean website.
Last updated: September 27th, 2023.
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