📰 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
💎 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!
