Ishita Mediratta
4 papers · 2021–2024 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Natural Language Processing
(1)
Analysis
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Resources & Methods
(1)
Keywords
sequence modeling
(1)
contrastive learning
(1)
feature learning
(1)
reward modeling
(1)
offline reinforcement learning
(1)
scene understanding
(1)
object detection
(1)
self-supervised learning
(1)
object tracking
(1)
out-of-distribution generalization
(1)
feature representation
(1)
reinforcement learning from human feedback
(1)
benchmark dataset
(1)
3d representation
(1)
supervised fine-tuning
(1)
behavioral cloning
(1)
generalization gap
(1)
3d scene representation
(1)
output diversity
(1)
view prediction
(1)
Papers
The Generalization Gap in Offline Reinforcement Learning
ICLR 2024
Understanding the Effects of RLHF on LLM Generalisation and Diversity
ICLR 2024
Bottom Up Top down Detection Transformers for Language Grounding in Images and Point Clouds
ECCV 2022
CoCoNets: Continuous Contrastive 3D Scene Representations
CVPR 2021