ActiveVision-VLN-PaperLists

A list of papers in ActiveVision and VLN

Environment

  • Matterport3D- Learning from RGB-D Data in Indoor Environments.pdf
  • Vision-and-Language Navigation- Interpreting visually-grounded navigation instructions in real environments.pdf
  • On Evaluation of Embodied Navigation Agents.pdf

Methods

  • Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation.pdf
  • Speaker-Follower Models for Vision-and-Language Navigation.pdf
  • The Regretful Agent- Heuristic-Aided Navigation through Progress Estimation.pdf
  • Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering.pdf
  • Look Before You Leap- Bridging Model-Free and Model-Based Reinforcement Learning for Planned-Ahead Vision-and-Language Navigation.pdf
  • Guided Feature Transformation (GFT)- A Neural Language Grounding Module for Embodied Agents.pdf
  • Neural Modular Control for Embodied Question Answering.pdf

FurtherReading (Active vision methods, different problem setting, etc)

  • Adaptive Object Detection Using Adjacency and Zoom Prediction.pdf
  • Ecological Active Vision- Four Bioinspired Principles to Integrate Bottom-Up and Adaptive Top-Down Attention Tested With a Simple Camera-Arm Robot.pdf
  • TOWARD PREDICTIVE MACHINE LEARNING FOR ACTIVE VISION.pdf
  • Target-driven Visual Navigation in Indoor Scenes using Deep Reinforcement Learning.pdf
  • Learning to Follow Directions in Street View.pdf
  • Habitat- A Platform for Embodied AI Research.pdf