← Authors

Richa Singh

42 papers · 2017–2026 · 10 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (9) 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (79) 🀝 Dynamic Duo (38) 🧬 Topic Evolution ❓ The Questioner (2) ⚑ Prolific Year (8) πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (171) πŸ’Ž Century Club (39) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (10)

Conferences

AAAI (15) IJCAI (7) CVPR (6) WACV (5) ECCV (2) ICCV (2) MICCAI (2) ACL (1) ICLR (1) ICML (1)

Top co-authors

Mayank Vatsa (41) Kartik Thakral (6) Rishabh Ranjan (6) Aparna Bharati (4) Rohit Keshari (3) Afzel Noore (3) Akshay Agarwal (3) Surbhi Mittal (3) Puspita Majumdar (3) Jaisidh Singh (3)

Research topics

Privacy (2)

Keywords

face recognition (7) image classification (3) generative model (3) deepfake detection (3) image segmentation (3) convolutional neural network (3) generative adversarial network (3) density estimation (3) text-to-image generation (3) bias mitigation (2) diffusion model (2) zero-shot learning (2) semantic segmentation (2) adversarial perturbation (2) latent space (2) feature learning (2) deep learning (2) biometric authentication (2) anomaly detection (2) bias detection (2)

Papers

Right Looks, Wrong Reasons: Compositional Fidelity in Text-to-Image Generation AAAI 2026
ACID Test: A Benchmark for Cultural Safety and Alignment in LALMs AAAI 2026
HumanBench: Two Heads, No Legs, But Mostly Human, the State of Generative Capabilities in T2I Models WACV 2026
NutriScreener: Retrieval Augmented Multi-Pose Graph Attention Network for Malnourishment Screening AAAI 2026
Harmonizing Geometry and Uncertainty: Diffusion with Hyperspheres ICML 2025
ILLUSION: Unveiling Truth with a Comprehensive Multi-Modal, Multi-Lingual Deepfake Dataset ICLR 2025
Fine-Grained Erasure in Text-to-Image Diffusion-based Foundation Models CVPR 2025
Non-Invasive TB Detection using Acoustic and Semantic Features from Cough Sounds MICCAI 2025
AQUAFace: Age-Invariant Quality Adaptive Face Recognition for Unconstrained Selfie vs ID Verification AAAI 2025
Learning the Power of "No": Foundation Models with Negations WACV 2025
Words Over Pixels? Rethinking Vision in Multimodal Large Language Models IJCAI 2025
SHIELD: A Self-supervised, Silicosis-focused Hierarchical Imaging Framework for Occupational Lung Disease Diagnosis IJCAI 2025
BirdCollect: A Comprehensive Benchmark for Analyzing Dense Bird Flock Attributes AAAI 2024
Navigating Text-to-Image Generative Bias across Indic Languages ECCV 2024
SynthProv: Interpretable Framework for Profiling Identity Leakage WACV 2024
HyperSpaceX: Radial and Angular Exploration of HyperSpherical Dimensions ECCV 2024
Adventures of Trustworthy Vision-Language Models: A Survey AAAI 2024
DomainAdapt: Leveraging Multitask Learning and Domain Insights for Children’s Nutritional Status Assessment MICCAI 2024
ToonerGAN: Reinforcing GANs for Obfuscating Automated Facial Indexing CVPR 2024
DF-Platter: Multi-Face Heterogeneous Deepfake Dataset CVPR 2023
IdProv: Identity-Based Provenance for Synthetic Image Generation (Student Abstract) AAAI 2023
MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages ACL 2023
Long-term Monitoring of Bird Flocks in the Wild IJCAI 2023
On AI-Assisted Pneumoconiosis Detection from Chest X-rays IJCAI 2023
NutriAI: AI-Powered Child Malnutrition Assessment in Low-Resource Environments IJCAI 2023
Uncovering the Deceptions: An Analysis on Audio Spoofing Detection and Future Prospects IJCAI 2023
Misclassifications of Contact Lens Iris PAD Algorithms: Is It Gender Bias or Environmental Conditions? WACV 2023
Anatomizing Bias in Facial Analysis AAAI 2022
Role of Optimizer on Network Fine-tuning for Adversarial Robustness (Student Abstract) AAAI 2021
On Learning Deep Models with Imbalanced Data Distribution AAAI 2021
NEAP-F: Network Epoch Accuracy Prediction Framework (Student Abstract) AAAI 2021
Semi-Supervised Learning via Triplet Network Based Active Learning (Student Abstract) AAAI 2021
Detection of Digital Manipulation in Facial Images (Student Abstract) AAAI 2021
Detecting Face2Face Facial Reenactment in Videos WACV 2020
Generalized Zero-Shot Learning via Over-Complete Distribution CVPR 2020
Dual Directed Capsule Network for Very Low Resolution Image Recognition ICCV 2019
Data Fine-Tuning AAAI 2019
Guided Dropout AAAI 2019
On Learning Density Aware Embeddings CVPR 2019
Learning Structure and Strength of CNN Filters for Small Sample Size Training CVPR 2018
Anonymizing k Facial Attributes via Adversarial Perturbations IJCAI 2018
Face Sketch Matching via Coupled Deep Transform Learning ICCV 2017