ICLR 2023 Workshop MRL Submissions

Workshop Submission: Using Multimodal DNNs to Study Vision-Language Integration in the Brain
Vighnesh Subramaniam, Colin Conwell, Christopher Wang, Gabriel Kreiman, Boris Katz, Ignacio Cases, Andrei Barbu
- Published: 06 Mar 2023, Last Modified: 01 May 2023
- MRL 2023
- Readers: Everyone
Instruction-Finetuned Foundation Models for Multimodal Web Navigation
Hiroki Furuta, Ofir Nachum, Kuang-Huei Lee, Yutaka Matsuo, Shixiang Shane Gu, Izzeddin Gur
- Published: 06 Mar 2023, Last Modified: 01 May 2023
- MRL 2023 Spotlight
- Readers: Everyone
SemDeDup: Data-efficient learning at web-scale through semantic deduplication
Amro Kamal Mohamed Abbas, Kushal Tirumala, Daniel Simig, Surya Ganguli, Ari S. Morcos
- Published: 06 Mar 2023, Last Modified: 01 May 2023
- MRL 2023 Spotlight
- Readers: Everyone
Text-to-Image Diffusion Models are Zero-Shot Classifiers
Kevin Clark, Priyank Jaini
- Published: 06 Mar 2023, Last Modified: 01 May 2023
- MRL 2023
- Readers: Everyone
Interpreting Multimodal Video Transformers Using Brain Recordings
Dota Tianai Dong, Mariya Toneva
- Published: 06 Mar 2023, Last Modified: 01 May 2023
- MRL 2023
- Readers: Everyone
The Role of Pre-training Data in Transfer Learning
Rahim Entezari, Mitchell Wortsman, Olga Saukh, M. Moein Shariatnia, Hanie Sedghi, Ludwig Schmidt
- Published: 06 Mar 2023, Last Modified: 21 Apr 2024
- MRL 2023
- Readers: Everyone
CHiLS: Zero-shot Image Classification with Hierarchical Label Sets
Zachary Novack, Julian McAuley, Zachary Chase Lipton, Saurabh Garg
- Published: 06 Mar 2023, Last Modified: 21 Apr 2024
- MRL 2023
- Readers: Everyone
Exploiting Category Names for Few-Shot Classification with Vision-Language Models
Taihong Xiao, Zirui Wang, Liangliang Cao, Jiahui Yu, Shengyang Dai, Ming-Hsuan Yang
- Published: 06 Mar 2023, Last Modified: 21 Apr 2024
- MRL 2023
- Readers: Everyone
Dynamic Pretraining of Vision-Language Models
AJ Piergiovanni, Weicheng Kuo, Wei Li, Anelia Angelova
- Published: 06 Mar 2023, Last Modified: 01 May 2023
- MRL 2023
- Readers: Everyone
Hyperbolic Image-Text Representations
Karan Desai, Maximilian Nickel, Tanmay Rajpurohit, Justin Johnson, Shanmukha Ramakrishna Vedantam
- Published: 06 Mar 2023, Last Modified: 21 Apr 2024
- MRL 2023 Spotlight
- Readers: Everyone
A Picture is Worth a Thousand Words: Language Models Plan from Pixels
Anthony Zhe Liu, Lajanugen Logeswaran, Sungryull Sohn, Honglak Lee
- Published: 06 Mar 2023, Last Modified: 01 May 2023
- MRL 2023
- Readers: Everyone
Towards understanding the modality gap in CLIP
Peiyang Shi, Michael C. Welle, Mårten Björkman, Danica Kragic
- Published: 06 Mar 2023, Last Modified: 01 May 2023
- MRL 2023
- Readers: Everyone
Classifier-free guidance makes image captioning models more descriptive
Simon Kornblith, Lala Li, Zirui Wang, Thao Nguyen
- Published: 06 Mar 2023, Last Modified: 01 May 2023
- MRL 2023
- Readers: Everyone
Impossibility of Collective Intelligence
Krikamol Muandet
- Published: 06 Mar 2023, Last Modified: 01 May 2023
- MRL 2023
- Readers: Everyone
Multimodal Subtask Graph Generation from Instructional Videos
Yunseok Jang, Sungryull Sohn, Lajanugen Logeswaran, Tiange Luo, Moontae Lee, Honglak Lee
- Published: 06 Mar 2023, Last Modified: 01 May 2023
- MRL 2023
- Readers: Everyone
Analyzing Multimodal Objectives Through the Lens of Generative Diffusion Guidance
Chaerin Kong, Nojun Kwak
- Published: 06 Mar 2023, Last Modified: 01 May 2023
- MRL 2023 Spotlight
- Readers: Everyone