Balaji Krishnamurthy
44 papers · 2019–2026 · 11 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (82) π Academic Marathon Β· Sprint π Conference Polyglot Β· Gold π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Topic Evolution
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(12)
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Renaissance Researcher
(7)
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Century Club Β· Bronze
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Research topics
Artificial Intelligence
(26)
Machine Learning
(23)
Core AI
(23)
Deep Learning
(18)
Computer Vision
(13)
Natural Language Processing
(12)
Learning Types Β· Machine Learning
(12)
Models
(10)
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(8)
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(8)
Processing
(8)
Learning Types Β· Deep Learning
(7)
Applications
(6)
Architectures
(6)
Core Methods
(6)
Keywords
large language model
(7)
image generation
(7)
multimodal learning
(7)
language model
(5)
generative model
(4)
semantic segmentation
(4)
reinforcement learning
(3)
self-supervised learning
(3)
image segmentation
(3)
model compression
(3)
image editing
(3)
vision-language model
(3)
efficient computing
(2)
adversarial attack
(2)
few-shot learning
(2)
text-to-image generation
(2)
text generation
(2)
representation learning
(2)
data augmentation
(2)
attention mechanism
(2)
Papers
AFRAgent : An Adaptive Feature Renormalization Based High Resolution Aware GUI agent
WACV 2026
ALPHA: Action-Based Learning for Pluralistic Human Alignment in Large Language Models
AAAI 2026
BrandFusion: Aligning Image Generation with Brand Styles
WACV 2026
AesthetiQ: Enhancing Graphic Layout Design via Aesthetic-Aware Preference Alignment of Multi-modal Large Language Models
CVPR 2025
It Helps to Take a Second Opinion: Teaching Smaller LLMs To Deliberate Mutually via Selective Rationale Optimisation
ICLR 2025
Learning Together to Perform Better: Teaching Small-Scale LLMs to Collaborate via Preferential Rationale Tuning
ACL 2025
Long-Term Ad Memorability: Understanding & Generating Memorable Ads
WACV 2025
Measuring And Improving Engagement of Text-to-Image Generation Models
ICLR 2025
Measuring And Improving Persuasiveness Of Large Language Models
ICLR 2025
ReEdit: Multimodal Exemplar-Based Image Editing
WACV 2025
Teaching Human Behavior Improves Content Understanding Abilities Of VLMs
ICLR 2025
All Should Be Equal in the Eyes of LMs: Counterfactually Aware Fair Text Generation
AAAI 2024
CABINET: Content Relevance-based Noise Reduction for Table Question Answering
ICLR 2024
Evaluating the Efficacy of Prompting Techniques for Debiasing Language Model Outputs (Student Abstract)
AAAI 2024
Large Content And Behavior Models To Understand, Simulate, And Optimize Content And Behavior
ICLR 2024
A Video Is Worth 4096 Tokens: Verbalize Videos To Understand Them In Zero Shot
EMNLP 2023
Explaining RL Decisions with Trajectories
ICLR 2023
HyHTM: Hyperbolic Geometry-based Hierarchical Topic Model
ACL 2023
INGENIOUS: Using Informative Data Subsets for Efficient Pre-Training of Language Models
EMNLP 2023
One-Shot Doc Snippet Detection: Powering Search in Document Beyond Text
WACV 2023
Parameter Efficient Local Implicit Image Function Network for Face Segmentation
CVPR 2023
Persuasion Strategies in Advertisements
AAAI 2023
Synthesizing Human Gaze Feedback for Improved NLP Performance
EACL 2023
UMFuse: Unified Multi View Fusion for Human Editing Applications
ICCV 2023
VGFlow: Visibility Guided Flow Network for Human Reposing
CVPR 2023
CoSe-Co: Text Conditioned Generative CommonSense Contextualizer
NAACL 2022
Data InStance Prior (DISP) in Generative Adversarial Networks
WACV 2022
Distilling the Undistillable: Learning from a Nasty Teacher
ECCV 2022
LM-CORE: Language Models with Contextually Relevant External Knowledge
NAACL 2022
MINIMAL: Mining Models for Universal Adversarial Triggers
AAAI 2022
SAC: Semantic Attention Composition for Text-Conditioned Image Retrieval
WACV 2022
LT-GAN: Self-Supervised GAN With Latent Transformation Detection
WACV 2021
TAN-NTM: Topic Attention Networks for Neural Topic Modeling
ACL 2021
ZFlow: Gated Appearance Flow-Based Virtual Try-On With 3D Priors
ICCV 2021
Attributional Robustness Training using Input-Gradient Spatial Alignment
ECCV 2020
Charting the Right Manifold: Manifold Mixup for Few-shot Learning
WACV 2020
Document Structure Extraction using Prior based High Resolution Hierarchical Semantic Segmentation
ECCV 2020
Explain Your Move: Understanding Agent Actions Using Specific and Relevant Feature Attribution
ICLR 2020
Form2Seq : A Framework for Higher-Order Form Structure Extraction
EMNLP 2020
Multi-Modal Association based Grouping for Form Structure Extraction
WACV 2020
SieveNet: A Unified Framework for Robust Image-Based Virtual Try-On
WACV 2020
SimPropNet: Improved Similarity Propagation for Few-shot Image Segmentation
IJCAI 2020
Towards a Unified Framework for Visual Compatibility Prediction
WACV 2020
Harnessing the Vulnerability of Latent Layers in Adversarially Trained Models
IJCAI 2019