[Google Meet] MLLM Arxiv Casual Talk
최신 MLLM 관련 스터디. 기본 오후에 진행. 논문, 강의, 코드, 뉴스, 블로그 등 다양한 자료로 학습.
MLLM, LLM, NLG, Dialogue, Reinforcement learning, Distillation, Efficient, Sentence similarity, multiple tasks, multimodal, Stable diffusion, TTS, Text-To-Video, All-To-All, 우주, 생명, 지능, 윤리, 규제, 법, 노화, 의학, 투자, 개발, 인프라, 디자인, 경영, ETC...
유망 스타트업 C레벨, 국내외 탑티어 연구자, 국내외 탑티어 대학, 대학원 재학생과 졸업생, 석학, 교수 등 A급 인재들이 최신 논문, 강의 등 스터디 및 프로젝트 진행.
기본 매주 수요일 오후 7시반. 사전 학습 없이 논문 읽기 최대 20분, 토론 최대 40분. 한 번에 1 ~ 10개 논문, 강의 등 진행. 지금까지는 항상 3개. 주제 논문 선정은 자유. 탑티어 학회 논문 및 프로젝트 제작 예정.
주말을 포함하여, 거의 매일 추가 스터디 존재. 흥미로운 주제거나 참여 되는 날만 중간에 들어와서 중간에 나가도 무관. 모든 규칙은 협의 가능. 오프라인 모임도 예정. 자율 참여.
2023-02-16 23:30 ~ 24:45 염기웅, 강수진, 고현웅
2023-02-19 23:30 ~ 24:30 염기웅, 박상준, 강수진
2023-02-22 19:30 ~ 21:00 염기웅, 박상준, 이웅기, 이현제
2023-02-23 23:00 ~ 24:00 염기웅, 박상준, 황명하
2023-02-24 17:00 ~ 19:00 염기웅
2023-03-01 20:30 ~ 21:40 염기웅, 이대환
2023-03-04 22:00 ~ 23:30 염기웅, 황명하
2023-03-05 21:00 ~ 21:30 염기웅,
2023-03-08 00:00 ~ 01:00 염기웅, 김미담
2023-03-08 19:30 ~ 20:30 염기웅, 최재훈, 황지현, 김혜인
2023-03-09 20:00 ~ 22:00 염기웅, 윤상현, 신승욱
2023-03-10 21:00 ~ 22:20 염기웅, 나요한, 최재훈, 외 청강 5인
2023-03-10 20:00 ~ 21:00 염기웅, 황지현, 이대환, 나요한
NEXT
앞으로 할만한 논문, 코드, 강의 등.
Improving language models by retrieving from trillions of tokens
T0: Multitask Prompted Training Enables Zero-Shot Task Generalization
The Flan Collection: Designing Data and Methods for Effective Instruction Tuning
The Wisdom of Hindsight Makes Language Models Better Instruction Followers
Exploring the Benefits of Training Expert Language Models over Instruction Tuning
Unsupervised Imputation of Non-ignorably Missing Data Using Importance-Weighted Autoencoders
Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity
Do Prompt-Based Models Really Understand the Meaning of their Prompts?
Muse: Text-To-Image Generation via Masked Generative Transformers
Structure and Content-Guided Video Synthesis with Diffusion Models
Accurate global machine learning force fields for molecules with hundreds of atoms
Algorithms with More Granular Differential Privacy Guarantees
Anomaly Clustering: Grouping Images into Coherent Clusters of Anomaly Types
Are we cobblers without shoes? Making Computer Science data FAIR
Creating, Calibrating, and Validating Large-Scale Microscopic Traffic Simulation
Increasing Impact of Mobile Health Programs: SAHELI for Maternal and Child Care
Designing Responsible AI: Adaptations of UX Practice to Meet Responsible AI Challenges
Developer Productivity for Humans: A Human-Centered Approach to Developer Productivity
Development of a Machine Learning Model for Sonographic Assessment of Gestational Age
Estimates of broadband upwelling irradiance from GOES-16 ABI
Flexible Budgets in Restless Bandits: A Primal-Dual Algorithm for Efficient Budget Allocation
Helpful Neighbors: Leveraging Neighbors in Geographic Feature Pronunciation
High-Performance GPU-to-CPU Transpilation and Optimization via High-Level Parallel Constructs
Helpful Neighbors: Leveraging Neighbors in Geographic Feature Pronunciation
KwikBucks: Correlation Clustering with Cheap-Weak and Expensive-Strong Signals
Machine Learning for Healthcare: A Bibliometric Study of Contributions from Africa
Propeller: A Profile Guided, Relinking Optimizer for Warehouse-Scale Applications
Deepmind: Improving language models by retrieving from trillions of tokens
Deepmind: Mastering Stratego, the classic game of imperfect information
Deepmind: AlphaFold reveals the structure of the protein universe
Deepmind: Tackling multiple tasks with a single visual language model
Deepmind: Exploring the beauty of pure mathematics in novel ways
Deepmind: Putting the power of AlphaFold into the world’s hands
Google Research: Deciphering clinical abbreviations with privacy protecting ML
Google Research: Google Research, 2022 & beyond: Language, vision and generative models
Google Research: Google Research, 2022 & beyond: Responsible AI
Google Research: Google Research, 2022 & beyond: ML & computer systems
Google Research: Real-time tracking of wildfire boundaries using satellite imagery
Google Research: DiffQG: Generating Questions on Paired Sentences
Google Research: Assessment of Security Defense of Native Programs Against Software Faults
Google Research: Adaptive mixing of auxiliary losses in supervised learning