TMLR Beyond PDF is a new submission format for TMLR that supports interactive figures and videos.
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🚀 Introducing TMLR Beyond PDF!
🎬 This is a new, HTML-based submission format for TMLR, that supports interactive figures and videos, along with the usual LaTeX and images.
🎉 Thanks to TMLR Editors in Chief: Hugo Larochelle, @gautamkamath.com, Naila Murray, Nihar B. Shah, and Laurent Charlin!
🚀 All this and more in our paper!
arXiv: arxiv.org/abs/2509.20328
By
@thwiedemer.bsky.social, Yuxuan Li, @paulvicol.bsky.social, @nmatares.bsky.social, Been Kim, Kevin Swersky, Priyank Jaini, and Robert Geirhos.
Veo 3 understands material properties, including buoyancy, reflections, flammability, and soft body physics.
26.09.2025 03:34 — 👍 2 🔁 0 💬 1 📌 0Veo 3 can understand which objects fit in a backpack, and can categorize objects (putting all the toys in a bucket). Veo 3 can also draw, and understands the effects of gravity and air resistance on falling objects.
26.09.2025 03:34 — 👍 2 🔁 0 💬 1 📌 0Veo 3 can reason, filling in the next element in a sequence of images.
26.09.2025 03:34 — 👍 2 🔁 0 💬 1 📌 0
🔥Veo 3 has emergent zero-shot learning and reasoning capabilities!
This multitalented model can do a huge range of interesting tasks.
It understands physical properties, can manipulate objects, and can even reason.
arxiv.org/abs/2509.20328
video-zero-shot.github.io
Examples in this thread!
⚙️ Tong Chen presented "Generative Adapter: Contextualizing Language Models in Parameters with a Single Forward Pass"
openreview.net/forum?id=fk5...
Tong Chen, Hao Fang, Patrick Xia, Xiaodong Liu, Benjamin Van Durme, @lukezettlemoyer.bsky.social, Jianfeng Gao, Hao Cheng
#NeurIPS2024
📰 Amelia Hui Dai presented "Are LLMs Prescient? A Continuous Evaluation using Daily News as the Oracle"
openreview.net/forum?id=cgi...
Hui Dai, Ryan Teehan, Mengye Ren
#NeurIPS2024 #AdaptiveFoundationModels
👀 Wen-Tse Chen presented "Fine-tuning LLM Agents with Retrospective In-Context Online Learning"
openreview.net/forum?id=dSZ...
Wen-Tse Chen, Jiayu Chen, Fahim Tajwar, Hao Zhu, Xintong Duan, @rsalakhu.bsky.social, Jeff Schneider
#NeurIPS2024 #AdaptiveFoundationModels
🏃 Zhepei Wei presented "Fast and Accurate Language Model Decoding via Parallel Token Processing"
openreview.net/forum?id=coZ...
@zhepei.bsky.social @wlchen.bsky.social, Xinyu Zhu, Yu Meng
#NeurIPS2024 #AdaptiveFoundationModels
▶️ Yue Wu presented "Self-Play Preference Optimization for Language Model Alignment"
openreview.net/forum?id=Z1P...
Yue Wu, Zhiqing Sun, @angelahzyuan.bsky.social, Kaixuan Ji, Yiming Yang, @quanquangu.bsky.social
#NeurIPS2024 #AdaptiveFoundationModels
🎾 Jennifer Hsia presented "RAGGED: Towards Informed Design of Retrieval Augmented Generation Systems"
openreview.net/forum?id=SX1...
Jennifer Hsia, Afreen Shaikh, Zhiruo Wang, @gneubig.bsky.social
#NeurIPS2024 #AdaptiveFoundationModels
🥣 Seungone Kim presented "Personalized Soups"
openreview.net/forum?id=EMr...
Joel Jang, Seungone Kim, @billyuchenlin.bsky.social @yizhongw.bsky.social @jmhessel.bsky.social @lukezettlemoyer.bsky.social @hanna-nlp.bsky.social @yejinchoinka.bsky.social @rajammanabrolu.bsky.social
#NeurIPS2024
💎 Lukas Hauzenberger presented "One Initialization to Rule them All: Fine-tuning via Explained Variance Adaptation"
openreview.net/forum?id=tjZ...
Fabian Paischer, Lukas Hauzenberger, Thomas Schmied, Benedikt Alkin, Marc Peter Deisenroth, Sepp Hochreiter
#NeurIPS2024 #AdaptiveFoundationModels
🖨️ We also had two exciting poster sessions.
👕 Some presenters already put on their Adaptive Foundation Models T-shirts! Thanks Jianan Zhao Zhaocheng Zhu!
🧵 Oral paper presentations next!
#NeurIPS2024 #AdaptiveFoundationModels
☁️ Tianqi Chen from CMU (@scsatcmu.bsky.social) gave a very interesting talk on Enabling Large Language Model Deployment Across Cloud and Edge with ML Compilation.
Timestamp 7:48:30 in neurips.cc/virtual/2024...
#NeurIPS2024 #AdaptiveFoundationModels
🪐 Bing Liu from the University of Illinois at Chicago gave a great talk on Continual Learning with Large Language Models.
Timestamp 7:08:17 in neurips.cc/virtual/2024...
#NeurIPS2024 #AdaptiveFoundationModels
⚡ Minjoon Seo from KAIST AI gave a great talk On the Knowledge Adaptability of Language Models.
Timestamp 5:42:00 in neurips.cc/virtual/2024...
#NeurIPS2024 #AdaptiveFoundationModels
♾️ Matthias Bethge from University of Tuebingen (@unituebingen.bsky.social) had a talk on Continual Foundation Model Learning, presented by his amazing PhD student, Vishaal Udandarao (@vishaalurao.bsky.social).
Timestamp 5:06:39 in neurips.cc/virtual/2024...
#NeurIPS2024 #AdaptiveFoundationModels
🔑 Kate Saenko from Meta and Boston University (@bostonu.bsky.social) gave a very interesting talk titled "Is pretraining the key to successful domain generalization?"
Timestamp 1:55:39 in neurips.cc/virtual/2024...
📎 arxiv.org/abs/2412.02856
#NeurIPS2024 #AdaptiveFoundationModels
💡 Sander Dieleman (@sedielem.bsky.social) from Google DeepMind gave a thought-provoking talk on Multimodal Iterative Refinement.
Timestamp 1:10:45 in neurips.cc/virtual/2024...
#NeurIPS2024 #AdaptiveFoundationModels
🌲 Ruslan Salakhutdinov (@rsalakhu.bsky.social) from CMU (@scsatcmu.bsky.social) opened the workshop with a talk on Tree Search for Language Model Agents.
Timestamp 36:20 in neurips.cc/virtual/2024...
📎 arxiv.org/abs/2407.01476
#NeurIPS2024 #AdaptiveFoundationModels
Our workshop in numbers:
🖇️ 128 Papers
💬 8 Orals
🖋️ 564 Authors
✅ 40 Reviewers
🔊 7 Invited Speakers
👕 100 T-Shirts
🔥 Organizers: Paul Vicol, Mengye Ren, Renjie Liao, Naila Murray, Wei-Chiu Ma, Beidi Chen
#NeurIPS2024 #AdaptiveFoundationModels
🎉 Had fun at #NeurIPS2024 Workshop on #AdaptiveFoundationModels!
🚀 Speakers: @rsalakhu.bsky.social @sedielem.bsky.social Kate Saenko, Matthias Bethge / @vishaalurao.bsky.social Minjoon Seo, Bing Liu, Tianqi Chen
🌐Posters: adaptive-foundation-models.org/papers
🎬 neurips.cc/virtual/2024...
🧵Recap!
The recording of my #NeurIPS2024 workshop talk on multimodal iterative refinement is now available to everyone who registered: neurips.cc/virtual/2024...
My talk starts at 1:10:45 into the recording.
I believe this will be made publicly available eventually, but I'm not sure when exactly!
Afternoon poster session at the Adaptive Foundation Models workshop!
15.12.2024 01:18 — 👍 3 🔁 0 💬 0 📌 0
Tianqi Chen speaking now at the Adaptive Foundation Models workshop!
14.12.2024 23:41 — 👍 2 🔁 0 💬 0 📌 0
Another batch of T-shirts for the Adaptive Foundation Models workshop!
14.12.2024 21:55 — 👍 1 🔁 0 💬 0 📌 0
Poster session at the Adaptive Foundation Models workshop!
14.12.2024 19:53 — 👍 4 🔁 0 💬 0 📌 0
