Aniket Rege

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Aniket Rege

Aniket Rege

@wregss

PhD-ing @WisconsinCS | MS at @uwcse/@RAIVNLab | Ex @AIatMeta @nvidiaai and @samsungresearch. He/Him

Madison, WI Katılım Haziran 2009
429 Takip Edilen977 Takipçiler
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Aniket Rege
Aniket Rege@wregss·
🚨New work with @Meta @RealityLabs We introduce EGAgent, an agentic reasoning framework for very long video understanding powered by entity scene graphs Why? With long multimodal data streams, agents must search and reason across multiple modalities! 🧵 (1/n)
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Aniket Rege
Aniket Rege@wregss·
🚨New work with @Meta @RealityLabs We introduce EGAgent, an agentic reasoning framework for very long video understanding powered by entity scene graphs Why? With long multimodal data streams, agents must search and reason across multiple modalities! 🧵 (1/n)
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Aniket Rege
Aniket Rege@wregss·
📹 Not just EgoCentric Videos! On Video-MME (Long), we match strong 7B baseline AdaVideoRAG (Xue et al., NeurIPS ‘25) using Qwen-2.5 VL while processing over 10x fewer frames. Our framework is straightforward to adapt to any long horizon multimodal dataset! 🧵(7/n)
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Aniket Rege
Aniket Rege@wregss·
Huge gains in Long-Horizon Relational Reasoning! On tasks that require modeling relationships between entities across long time horizons, EGAgent excels compared to previous SoTA (EgoButler) and Gemini 2.5 Pro 🔺 + 20.8 % on RelationMap 🔺 + 22.2 % on TaskMaster 🧵(6/n)
Aniket Rege tweet media
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Aniket Rege
Aniket Rege@wregss·
New SoTA on EgoLifeQA! (@JingkangY et al.) EgoLifeQA follows participants over a week (~52 hours), with 500 4-choice questions 🏆 EGAgent gets 57.5% accuracy, +20.6% over previous SoTA! 🧵(5/n) x.com/JingkangY/stat…
Jingkang (Jake) Yang@JingkangY

🚀 𝐈𝐧𝐭𝐫𝐨𝐝𝐮𝐜𝐢𝐧𝐠 𝐄𝐠𝐨𝐋𝐢𝐟𝐞 👓 How can AI truly assist in daily life—not just for a moment, but across an entire week? huggingface.co/papers/2503.03… We invited 💁🙇‍♀️💁‍♀️6 volunteers 🙎‍♀️🧏‍♀️🙋‍♂️ to live together for a full week, each wearing @meta_aria glasses to capture everything they see, hear, and do. 💡 Our mission: ✅ Capture human life as authentically as possible ✅ Formulate real-life challenges from daily experiences ✅ Develop an AI system that provides meaningful, long-term assistance What kind of AI assistant would truly enhance your life over a full week and how we solve it? Let's explore the possibilities together. #EgoLife #FirstPersonAI #AICompanion #Multimodal 🧵(1/10)

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Aniket Rege
Aniket Rege@wregss·
It's super simple: Planning Agent: 1️⃣ decomposes complex queries into logical sub-tasks 2️⃣ routes tasks to specialized retriever tools to build a working memory: ➡️ Visual Search (frame embeddings) ➡️ Audio Transcript Search ➡️ Entity Graph Search (SQL queries) 🧵(4/n)
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Aniket Rege
Aniket Rege@wregss·
Hi ML Twitter! My Summer 2026 internship unfortunately fell through last minute 😵‍💫 If your team is looking for interns, I’d love to connect - RTs appreciated 🙏 My website: aniketrege.github.io
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Samanvay Vajpayee
Samanvay Vajpayee@SamVajpayee·
@wregss Hi Aniket good luck with your search. I hope you find something even better! :)
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Aniket Rege
Aniket Rege@wregss·
@avikrishna Thanks a lot Avi! I'm so glad you liked that work, it was a lot of effort with some amazing folks and I'm quite proud of how it ended up! For anyone curious: x.com/wregss/status/…
Aniket Rege@wregss

Training text-to-image models? Want your models to represent cultures across the globe but don't know how to systematically evaluate them? Introducing ⚕️CuRe⚕️ a new benchmark and scoring suite for cultural representativeness through the lens of information gain (1/10)

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Avi Krishna
Avi Krishna@avikrishna·
@wregss oh I saw your ICCV paper, was good stuff! commenting for reach.
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Aniket Rege
Aniket Rege@wregss·
OH AND RETRIEVAL how could I forget retrieval (multi-vector and multi-granular🪆of course) 😅
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Aniket Rege
Aniket Rege@wregss·
Research interests: • multimodal / visual understanding • efficient & adaptive representation learning • pluralistic alignment • agentic planning & reasoning #internship #machinelearning #ai
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Utkarsh
Utkarsh@utk7arsh·
@wregss Literally like this for the last 8 hours 😂
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Aniket Rege
Aniket Rege@wregss·
Me post #cvpr submission for the next 3 days :
GIF
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Keşfet

@Harman26Singh @_jadenpark @Meta @RealityLabs @thought2vec @AIatMeta @UWMadison @ArkaSadhu29