NeurIPS 2023 Workshop R0-FoMo Submissions

Foundation Models Can Robustify Themselves, For Free
Dyah Adila, Changho Shin, Linrong Cai, Frederic Sala
- Published: 01 Nov 2023, Last Modified: 12 Dec 2023
- R0-FoMo Oral
- Readers: Everyone
Evaluating Adversarial Defense in the Era of Large Language Models
Joachim Studnia, Simiao Zuo, Xiaodong Liu, Qiang Lou, Jian Jiao, Denis Charles
- Published: 01 Nov 2023, Last Modified: 12 Dec 2023
- R0-FoMo Spotlight
- Readers: Everyone
Effective Data Augmentation With Diffusion Models
Brandon Trabucco, Kyle Doherty, Max Gurinas, Ruslan Salakhutdinov
- Published: 01 Nov 2023, Last Modified: 12 Dec 2023
- R0-FoMo Spotlight
- Readers: Everyone
Selective Prediction For Open-Ended Question Answering in Black-Box Vision-Language Models
Zaid Khan, Yun Fu
- Published: 01 Nov 2023, Last Modified: 12 Dec 2023
- R0-FoMo Poster
- Readers: Everyone
Understanding In-Context Learning in Transformers and LLMs by Learning to Learn Discrete Functions
Satwik Bhattamishra, Arkil Patel, Phil Blunsom, Varun Kanade
- Published: 01 Nov 2023, Last Modified: 12 Dec 2023
- R0-FoMo Spotlight
- Readers: Everyone
Towards General-Purpose In-Context Learning Agents
Louis Kirsch, James Harrison, C. Freeman, Jascha Sohl-Dickstein, Jürgen Schmidhuber
- Published: 01 Nov 2023, Last Modified: 12 Dec 2023
- R0-FoMo Spotlight
- Readers: Everyone
Can LLM-Generated Misinformation Be Detected?
Canyu Chen, Kai Shu
- Published: 01 Nov 2023, Last Modified: 12 Dec 2023
- R0-FoMo Poster
- Readers: Everyone
AutoVP: An Automated Visual Prompting Framework and Benchmark
Hsi-Ai Tsao, Lei Hsiung, Pin-Yu Chen, Sijia Liu, Tsung-Yi Ho
- Published: 01 Nov 2023, Last Modified: 12 Dec 2023
- R0-FoMo Poster
- Readers: Everyone
How Robust is Google's Bard to Adversarial Image Attacks?
Yinpeng Dong, Huanran Chen, Jiawei Chen, Zhengwei Fang, Xiao Yang, Yichi Zhang, Yu Tian, Hang Su, Jun Zhu
- Published: 01 Nov 2023, Last Modified: 12 Dec 2023
- R0-FoMo Poster
- Readers: Everyone
Function-constrained Program Synthesis
Patrick Anthony Hajali, Ignas Budvytis
- Published: 01 Nov 2023, Last Modified: 12 Dec 2023
- R0-FoMo Poster
- Readers: Everyone
PATHFINDER: Guided Search over Multi-Step Reasoning Paths
Olga Golovneva, Sean O'Brien, Ramakanth Pasunuru, Tianlu Wang, Luke Zettlemoyer, Maryam Fazel-Zarandi, Asli Celikyilmaz
- Published: 01 Nov 2023, Last Modified: 12 Dec 2023
- R0-FoMo Poster
- Readers: Everyone
Deep Embedded Clustering in Few-shot Representations (DECiFR)
Yasaman Esfandiari, Rodolfo Valiente Romero, Amir Rahimi
- Published: 01 Nov 2023, Last Modified: 12 Dec 2023
- R0-FoMo Poster
- Readers: Everyone
SAD: Segment Any RGBD
Jun CEN, Yizheng Wu, Kewei Wang, Xingyi Li, Jingkang Yang, Yixuan Pei, Lingdong Kong, Ziwei Liu, Qifeng Chen
- Published: 01 Nov 2023, Last Modified: 12 Dec 2023
- R0-FoMo Poster
- Readers: Everyone
Enhancing Large Language Models with Ensemble of Critics for Mitigating Toxicity and Hallucination
Sajad Mousavi, Ricardo Luna Gutierrez, Desik Rengarajan, Vineet Gundecha, Ashwin Ramesh Babu, Avisek Naug, Antonio Guillen, Soumyendu Sarkar
- Published: 01 Nov 2023, Last Modified: 12 Dec 2023
- R0-FoMo Poster
- Readers: Everyone
On the Relationship between Skill Neurons and Robustness in Prompt Tuning
Leon Ackermann, Xenia Ohmer
- Published: 01 Nov 2023, Last Modified: 12 Dec 2023
- R0-FoMo Poster
- Readers: Everyone
Learning Through Consistency for Prompt Tuning
Shuvendu Roy, Ali Etemad
- Published: 01 Nov 2023, Last Modified: 12 Dec 2023
- R0-FoMo Spotlight
- Readers: Everyone
LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition
Chengsong Huang, Qian Liu, Bill Yuchen Lin, Chao Du, Tianyu Pang, Min Lin
- Published: 01 Nov 2023, Last Modified: 12 Dec 2023
- R0-FoMo Spotlight
- Readers: Everyone