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03/14/2021
RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems
The development of recommender systems that optimize multi-turn interact...
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01/26/2021
On the Evaluation of Vision-and-Language Navigation Instructions
Vision-and-Language Navigation wayfinding agents can be enhanced by expl...
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11/18/2020
A Hierarchical Multi-Modal Encoder for Moment Localization in Video Corpus
Identifying a short segment in a long video that semantically matches a ...
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10/06/2020
Learning to Represent Image and Text with Denotation Graph
Learning to fuse vision and language information and representing them i...
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05/10/2020
BabyWalk: Going Farther in Vision-and-Language Navigation by Taking Baby Steps
Learning to follow instructions is of fundamental importance to autonomo...
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03/01/2020
Environment-agnostic Multitask Learning for Natural Language Grounded Navigation
Recent research efforts enable study for natural language grounded navig...
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12/06/2019
VALAN: Vision and Language Agent Navigation
VALAN is a lightweight and scalable software framework for deep reinforc...
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09/11/2019
RecSim: A Configurable Simulation Platform for Recommender Systems
We propose RecSim, a configurable platform for authoring simulation envi...
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08/09/2019
Transferable Representation Learning in Vision-and-Language Navigation
Vision-and-Language Navigation (VLN) tasks such as Room-to-Room (R2R) re...
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07/11/2019
Effective and General Evaluation for Instruction Conditioned Navigation using Dynamic Time Warping
In instruction conditioned navigation, agents interpret natural language...
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05/31/2019
Multi-modal Discriminative Model for Vision-and-Language Navigation
Vision-and-Language Navigation (VLN) is a natural language grounding tas...
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05/29/2019
Reinforcement Learning for Slate-based Recommender Systems: A Tractable Decomposition and Practical Methodology
Most practical recommender systems focus on estimating immediate user en...
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05/29/2019
Stay on the Path: Instruction Fidelity in Vision-and-Language Navigation
Advances in learning and representations have reinvigorated work that co...
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06/24/2016