Kushal Tirumala

Researcher, Research, Facebook

2 papers at NeurIPS 2025

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Poster Session 5

1 paper

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

When Worse is Better: Navigating the Compression Generation Trade-off In Visual Tokenization

#5413 Spotlight · Vivek Ramanujan, Kushal Tirumala, Armen Aghajanyan, Luke Zettlemoyer, Ali Farhadi

We study how different changes to the auto-encoder rate-distortion trade-off affect discrete auto-regressive generation performance through scaling laws.

Poster Session 6

1 paper

Friday, December 5, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

CAT: Content-Adaptive Image Tokenization

#4605 · Junhong Shen, Kushal Tirumala, Michihiro Yasunaga, Ishan Misra, Luke Zettlemoyer, LILI YU, Chunting Zhou

We develop an adaptive image tokenizer that compresses images into variable-sized latent features based on its content complexity.