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Deepali Aneja

3 accepted papers

2024

A Closer Look at the Limitations of Instruction Tuning

ICML 2024poster

Instruction Tuning (IT), the process of training large language models (LLMs) using instruction-response pairs, has emerged as the predominant method for transforming base pre-trained LLMs into open-domain conversational agents. While IT has achieved notable success and widespread adoption, its limi…

Cited by 18SourcePDFScholar
2022

APES: Articulated Part Extraction From Sprite Sheets

CVPR 2022poster

Rigged puppets are one of the most prevalent representations to create 2D character animations. Creating these puppets requires partitioning characters into independently moving parts. In this work, we present a method to automatically identify such articulated parts from a small set of character po…

Cited by 5PDFcodeScholar
2022

Audio-Driven Neural Gesture Reenactment With Video Motion Graphs

CVPR 2022poster

Human speech is often accompanied by body gestures including arm and hand gestures. We present a method that reenacts a high-quality video with gestures matching a target speech audio. The key idea of our method is to split and re-assemble clips from a reference video through a novel video motion gr…

Cited by 19PDFcodeScholar