トップカンファレンス輪読会

トップカンファレンス輪読会

概要

本勉強会では，特にトップカンファレンスと呼ばれる国際会議に採択された論文を中心に輪読を行う．

取得目標

  • 1つの論文を詳しく読むことができる
  • 良質なプレゼン資料を作成できる
  • 自分の言葉で説明できるようになる

実施回

回数 論文タイトル 学会 担当者
第0回 ガイダンス 吉丸
第1回 Omniobject3d: Large-Vocabulary 3D Object Dataset for Realistic Perception, Reconstruction and Generatio CVPR2023 灰野
Story Trees: Representing Documents using Topological Persistence LREC2022 柄戸
Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language Models ACL2023 安永
第2回 Alice and the Caterpillar: A more descriptive null model for assessing data mining results ICDM2022 波多野
Fair Graph Representation Learning via Diverse Mixture-of-Experts WWW2023 平子
What the DAAM: Interpreting Stable Diffusion Using Cross Attention ACL2023 森岡
第3回 Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning EMNLP2023 原
Network Shuffling: Privacy Amplification via Random Walks SIGMOD2022 宮本
reveal: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory KDD2023 森弘
第4回 sparseembed: Learning Sparse Lexical Representations with Contextual Embeddings for Retriev SIGIR2023 灰野
LipLearner: Customizable Silent Speech Interactions on Mobile Devices CHI2023 前川
Auto-Tables : Synthesizing multi-step transformations to relationalize tables without using examples VLDB2023 安永
第5回 OpenCV Based Real-Time Video Processing Using Android Smartphone 波多野
Going Beyond Local: Global Graph-Enhanced Personalized News Recommendations RecSys2023 平子
Machine Mindset: An MBTI Exploration of Large Language Models 柄戸
第6回 Diffusemp: A Diffusion Model-Based Framework with Multi-Grained Control for Empathetic Response Generation ACL 2023 森岡
Multimodal Channel-Mixing: Channel and Spatial Masked AutoEncoder on Facial Action Unit Detectio CVPR2022 森弘
Bao: Making Learned Query Optimization Practical SIGMOD2021 原
第7回 Misspecifcation in Inverse Reinforcement Learning AAAI2023 安永
Towards Flexible Multi-modal Document Models CVPR2023 前川
Efficient Hyperparameter Optimization under Multi-Source Covariate Shift CIKM 2021 宮本
第8回 Lossy Image Compression with Quantized Hierarchical VAEs WACV2023 波多野
A Watermark for Large Language ICML2023 灰野
第9回 ガイダンス2 吉丸
LoRA: Low-Rank Adaptation of Large Language Models ICLR2022 柄戸
Automated Metrics for Medical Multi-Document Summarization Disagree with Human Evaluations ACL2023 森岡
Towards Principled User-side Recommender Systems CIKM2022 平子
第10回 local Region Perception and Relationship Learning Combined with Feature Fusion for Facial Action Unit Detectio CVPR2023 森弘
AutoExecutor: Predictive Parallelism for Spark SQL Queries VLDB2023 原
Unit: Multimodal Multitask Learning with a Unified Transformer ICCV2021 前川
第11回 patsql: Efficient Synthesis of SQL Queries from Example Tables with Quick Inference of Projected Columns VLDB2021 宮本