Workshop posters

Back to list of workshops

Workshop No. Workshop Title Poster No.
Workshop 1 ACML2019 workshop on Machine Learning for Trajectory, Activity, and Behavior (ACML-TAB2019) Sun01-Sun18
Workshop 2 ACML2019 RIKEN AIP workshop Sun19-Sun29
Workshop 3 ACML'19 Weakly-supervised Learning Workshop Sun30-Sun36
Workshop 4 ACML 2019 Workshop on Statistics & Machine Learning Researchers in Japan Sun37-Sun59

List of Posters

Workshop 1: ACML2019 workshop on Machine Learning for Trajectory, Activity, and Behavior (ACML-TAB2019)

  • Poster Sun01 Interpretable classification of complex collective motions using graph dynamic mode decomposition
    • Keisuke Fujii, Naoya Takeishi and Yoshinobu Kawahara
  • Poster Sun02 Data-driven modeling of locomotor behaviors in game-based chase and escape interactions
    • Kazushi Tsutsui, Keisuke Fujii and Kazuya Takeda
  • Poster Sun03 Statistical Significance of Discriminative Sub-trajectory
    • Duy Nguyen Le Vo, Takuto Sakuma, Taiju Ishiyama, Hiroki Toda, Kazuya Arai, Masayuki Karasuyama, Yuta Okubo, Masayuki Sunaga, Yasuo Tabei and Ichiro Takeuchi
  • Poster Sun04 On Trajectory Interpolation using LSTM
    • Ryota Tomonaka, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda and Ken Yoda
  • Poster Sun05 Position estimation using multi-channel audio signals
    • Kazuki Fujimori, Bisser Raytchev, Kazufumi Kaneda, Emyo Fujioka, Shizuko Hiryu and Toru Tamaki
  • Poster Sun06 Analyzing whole brain activities of a worm using data-driven models
    • Chentao Wen and Kotaro Kimura
  • Poster Sun07 Congestion Mitigation Verification using a Theme Park Guide Schedule
    • Ryota Shimizu, Takahiro Uchiya and Ichi Takumi
  • Poster Sun08 Flow Histogram-based Recurrent Neural Network for Visual Odometry Estimation
    • Yukihiro Achiha, Tsubasa Hirakawa, Takayoshi Yamashita and Hironobu Fujiyoshi
  • Poster Sun09 Transferable Representation Learning for Human Activity Recognition in Smart Homes
    • Hao Niu, Kei Yonekawa, Mori Kurokawa, Shinya Wada and Kiyohito Yoshihara
  • Poster Sun10 Unraveling the foraging strategies of breeding seabirds by combining trajectory, activity, and physiology
    • Shiho Koyama, Yuichi Mizutani and Ken Yoda
  • Poster Sun11 Preliminary investigation of co-occurrence rule extraction for sex-specific behavior of Streaked Shearwater
    • Yiming Tian, Takuya Maekawa, Joseph Korpela, Daichi Amagata, Takahiro Hara, Sakiko Matsumoto and Ken Yoda
  • Poster Sun12 Distributed Non-Convex Least Squares Localization Problem
    • Javier Zazo, Melanie F. Pradier and Santiago Zazo
  • Poster Sun13 Deep Neural Network for Estimating Bat Pose
    • Tiwat Larpvisuttisaroj and Koichi Hashimoto
  • Poster Sun14 Autonomous Navigation Guidance for Human through wearable light Stimuli
    • Sandeep Nayak, Kazunori Ohno and Satoshi Tadokoro
  • Poster Sun15 Vehicle anormality evaluation using probe trajectory data
    • Shintaro Takayama, Masao Kuwahara, Yosuke Kawasaki, Shogo Umeda and Koichi Hashimoto
  • Poster Sun16 Generation and Visualization of Tennis Swing Motion by Conditional Variational RNN with Hidden Markov Model
    • Yasutaka Furusho and Kazushi Ikeda
  • Poster Sun17 Comparative Sequential Pattern Mining of Human Trajectory Obtained from BLE Beacons Collected by Smartphones
    • Shinsuke Kajioka, Takuto Sakuma and Ichiro Takeuchi
  • Poster Sun18 Pedestrian Flow Estimation Using Sparse Observation from Autonomous Vehicles
    • Ranulfo Bezerra, Kazunori Ohno, Thomas Westfechtel and Satoshi Tadokoro

Workshop 2: ACML2019 RIKEN AIP workshop

  • Poster Sun19 Advancing Multi-Task Learning for Text Classification
    • Kourosh Meshgi, Maryam Sadat Mirzaei, Satoshi Sekine
  • Poster Sun20 3D Immersive Situation Creation using Natural Language Description
    • Maryam Sadat Mirzaei, Sophearin Tang, Toyoaki Nishida
  • Poster Sun21 On the Minimal Supervision for Training Any Binary Classifier from Only Unlabeled Data
    • Nan Lu, Gang Niu, Aditya Krishna Menon, Masashi Sugiyama
  • Poster Sun22 Encoder-Decoder Approach for Signals: wave2wave
    • Tsuyoshi Okita, Hirotaka Hachiya, Sozo Inoue, Naonori Ueda
  • Poster Sun23 Non-local Meets Global: An Integrated Paradigm for Hyperspectral Denoising
    • Wei He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao
  • Poster Sun24 Safe Grid Search with Optimal Complexity
    • Eugene Ndiaye, Tam Le, Olivier Fercoq, Joseph Salmon, Ichiro Takeuchi
  • Poster Sun25 Direction Matters: On Influence-Preserving Graph Summarization
    • Wenkai Xu, Gang Niu, Aapo Hyvarinen, Masashi Sugiyama
  • Poster Sun26 Deep Multimodal Multilinear Fusion with High-order Polynomial Pooling
    • Ming Hou, Jiajia Tang, Qibin Zhao
  • Poster Sun27 Approximate Inference turns Deep Networks into Gaussian Processes
    • Mohammad Emtiyaz Khan, Alexander Immer, Ehsan Abedi, Maciej Korzepa
  • Poster Sun28 Practical Deep Learning with Bayesian Principles
    • Kazuki Osawa, Siddharth Swaroop, Anirudh Jain, Runa Eschenhagen, Richard E. Turner, Rio Yokota, Mohammad Emtiyaz Khan
  • Poster Sun29 Faster AutoAugment: Learning Augmentation Strategies using Backpropagation
    • Ryuichiro Hataya, Jan Zdenek, Kazuki Yoshizoe, Hideki Nakayama

Workshop 3: ACML'19 Weakly-supervised Learning Workshop

  • Poster Sun30 Label-noise Learning by Maximum Mean Discrepancy
    • Tongtong Fang
  • Poster Sun31 Self-Training with Privileged Information
    • Richard Delava, Evgueni Smirnov, Ron Diris
  • Poster Sun32 Learning CNN Age Predictor From Training Set Contaminated by Non-Faces
    • Vojtech Franc
  • Poster Sun33 Complementary Label Learning by Likelihood Minimization
    • Yu-Ting Chou, Gang Niu, Hsuan-Tien Lin, Masashi Sugiyama
  • Poster Sun34 Influence-Preserving Classification for Directed Graphs
    • Wenkai Xu, Gang Niu, Aaop Hyvarinen, Masashi Sugiyama
  • Poster Sun35 Guaranteed Matrix Completion under Multiple Linear Transformations
    • Chao Li, Qibin Zhao
  • Poster Sun36 Uncertainty Regularized Multi-Task Learning for Text Classification
    • Kourosh Meshgi, Maryam Sadat Mirzaei, Satoshi Sekine

Workshop 4: ACML 2019 Workshop on Statistics & Machine Learning Researchers in Japan

  • Poster Sun37 Spectral Embedded Deep Clustering
    • Yuichiro Wada, Shugo Miyamoto, Takumi Nakagama, Léo Andéol, Wataru Kumagai, Takafumi Kanamori
  • Poster Sun38 Using Artificial Intelligence to Automate Body Movement Analysis
    • Nicholas Connolly
  • Poster Sun39 Conversion from a Real-Weighted Majority Voting Classifier to a Small-Non-Negative-Integer-Weighted Thresholded Voting Classifier
    • Mitsuki Maekawa, Atsuyoshi Nakamura, Mineichi Kudo
  • Poster Sun40 Neural Network Modeling of Point Processes via Cumulative Hazard Function
    • Takahiro Omi, Naonori Ueda, Kazuyuki Aihara
  • Poster Sun41 Learning a Nonlinear Model of Subgraph Features Using Monte Carlo Tree Search
    • Ryo Shirakawa, Atsuyoshi Nakamura, Mineichi Kudo
  • Poster Sun42 Reinforcement Learning in Latent Action Sequence Space
    • Heecheol Kim, Masanori Yamada, Kosuke Miyoshi, Tmoharu Iwata, Hiroshi Yamakawa
  • Poster Sun43: [Cancelled] Deep neural networks for soccer match outcome prediction
    • Rintaro Watanabe, Daniel Berrar
  • Poster Sun44 Simulator Calibration under Covariate Shift with Kernels
    • K. Kisamori, M. Kanagawa, K. Yamazaki
  • Poster Sun45 The effect of learning rates on model-agnostic meta-learning
    • Shiro Takagi, Yoshihiro Nagano, Yuki Yoshida, Masato Okada
  • Poster Sun46 Causal Mosaic: Cause-Effect Inference via Nonlinear ICA and Ensemble Method
    • Pengzhou (Abel) Wu, Kenji Fukumizu
  • Poster Sun47 FINDING LOW-DIMENSIONAL DYNAMICAL STRUCTURE BY VARIATIONAL AUTO-ENCODING DYNAMIC MODE DECOMPOSITION
    • Shin MURATA, Yuma KOIZUMI, Noboru HARADA
  • Poster Sun48 Pseudo Ensemble Technique with a Single Model
    • Ryosuke Kuwabara, Jun Suzuki, Hideki Nakayama
  • Poster Sun49 An Extension of Grassmann Discriminant Analysis for Image-set Based Recognition
    • Naoya Sogi, Lincon S.Souza, Kazuhiro Fukui
  • Poster Sun50 Statistical Estimation of the Effects of First and Second Order Local Structures on Growth of Complex Networks
    • Masaaki Inoue, Thong Pham, Hidetoshi Shimodaira
  • Poster Sun51 Micro-Facial Expression Classification by SVM with Spatio-Temporal HOG Features
    • Kenta Nakajima, Tomoko Ozeki
  • Poster Sun52 Learning Locally Structured Dataset with Gradient-Based Meta-Learning
    • Yoshihiro Nagano, Shiro Takagi, Yuki Yoshida, Masato Okada
  • Poster Sun53 Random neural field learning: Formalization and numerical experiments via NTK
    • Kaito Watanabe, Kotaro Sakamoto, Ryo Karakida, Sho Sonoda, Shun-ichi Amari
  • Poster Sun54: [Cancelled] Why Random Projection based kNN rules perform well in high-dimensional settings? Cancelled
    • Sushma Kumari
  • Poster Sun55 Acceleration of Neural Architecture Search by Policy Gradient with Credit Assignment
    • Rei Sato, Youhei Akimoto, Jun Sakuma
  • Poster Sun56 Object and Text recognition with portable VPU and TPU sticks on RaspberryPi
    • Deepak Rai, Tomoko Ozeki
  • Poster Sun57 Scaling Limit of Random Neural Networks and Free Probability Theory
    • Tomohiro Hayase
  • Poster Sun58 Hypothesis Test and Confidence Analysis with Wasserstein Distance on General Dimension
    • M. Imaizumi, H. Ota, T. Hamaguchi
  • Poster Sun59 On Empirical Analysis of Layer-wised Learning Rate Schedule
    • Hiroki Naganuma, Rio Yokota