GAMMA UMD

🎉 Our lab is proud to present 4 papers at #ICML2025! Here's a quick look at our contributions:

Are you interested in test-time AI alignment? If you are attending #ICML2025, please visit our poster: 📍 Poster Location: East Exhibition Hall A–B, Booth #E-2701 📅 When: Wednesday, July 16 | ⏰ 11:00 AM – 1:30 PM PDT @HaoZhu6 @MFHChehade @SOURADIPCHAKR18 will be presenting

Can decades old ideas from #psychology help fix critical issues in modern LLM alignment? 🤔 We're tapping into #BoundedRationality & 'satisficing principles' to build an alternate way to align LLMs. Our new #ICML2025 paper 👇 🧵 arxiv.org/pdf/2505.23729

(3/n) Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities Wed 16 Jul 4:30 p.m. PDT — 7 p.m. PDT East Exhibition Hall A-B E-2805 Authors: @SreyanG, Zhifeng Kong, Sonal Kumar, S Sakshi, Jaehyeon Kim, Wei Ping, Rafael Valle,…

🚀 Audio General Intelligence (AGI) is no longer a dream — it’s here. Introducing Audio Flamingo 3 — open-source, multimodal, and groundbreaking. It listens. It understands. It reasons across sound and language. 💥 Code, weights, datasets, paper — all open. 📄Paper:…

(4/n) Bounded Rationality for LLMs: Satisficing Alignment at Inference-Time Wed 16 Jul 11 a.m. PDT — 1:30 p.m. PDT East Exhibition Hall A-B E-2701 Author: Mohamad Chehade, Soumya Suvra Ghosal, @SOURADIPCHAKR18, Avinash Reddy, @dmanocha, @HaoZhu6, @amritsinghbedi3 Paper:…

(2/n) Adaptive Sensitivity Analysis for Robust Augmentation against Natural Corruptions in Image Segmentation Thu 17 Jul 11 a.m. PDT — p.m. PDT West Exhibition Hall B2-B3 W-306 Authors: @laurayuzheng, Wenjie Wei, Tony Wu, Jacob Clements, Shreelekha Revankar, Andre Harrison, Yu…

(1/n) Time-Aware World Model for Adaptive Prediction and Control Tue 15 Jul 11 a.m. PDT — 1:30 p.m. PDT West Exhibition Hall B2-B3 W-703 Authors: @anh_n_nhu, @SanghyunSon, @MingCLinCS Arxiv: arxiv.org/abs/2506.08441 Project Page: anh-nn01.github.io/time-aware-wor…

I will be presenting our work on Time-Aware World Model (TAWM) at #ICML2025 next Tuesday (Jul 15) at West Exhibition Hall B2-B3 W-703! ✍️Authors: @anh_n_nhu , @SanghyunSon , Ming Lin. 📄 Arxiv: arxiv.org/abs/2506.08441 🖥️Page: anh-nn01.github.io/time-aware-wor… 👇 More details below:

📢 We are proud to share that one paper led by our PhD student Jing Liang @Jing53582 was accepted by #ISER2025! MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding Paper: cs.gmu.edu/~xiao/papers/m… Authors: Jing Liang @Jing53582, Kasun Weerakoon…

Today, We’re launching Genesis AI — a global physical AI lab and full-stack robotics company — to build generalist robots and unlock unlimited physical labor. We’re backed by $105M in seed funding from @EclipseVentures, @khoslaventures, @Bpifrance, HSG, and visionaries…

🎓 We’re thrilled to announce that Xijun Wang @xijunwang_cs, Tianrui Guan @terryguan97, and Pooja Guhan @GuhanPooja have successfully defended their PhD theses! Huge congratulations to all three. Your hard work and dedication have truly paid off. We’re so proud of you! 👏🥳