6 citations · 17 across the 23 of their papers we have counts for
9 papers · 1 filter
Re:Cognize -- A Framework For Open-Set Comic Character Re-Identification
Aaditya Baranwal, Madhav Kataria, Yogesh S Rawat +1
Comics and manga tell stories through characters whose appearances change from panel to panel, yet readers recognise them hundreds of pages later without ever consulting a cast lis…
Vision-Language Models for Analog Gauge Reading: An Empirical Study of Specialization, Transfer and Reliability
Abdul Mueez, Aaditya Baranwal, Junior Chaj-Mejia +3
Analog gauges remain common in industrial environments where manual inspection is costly or hazardous. The engineering application addressed here is direct numerical reading of sin…
A Generative Approach for Improving Multi-Label Defect Classification in Photovoltaic Modules
Abdul Mueez, Yogesh S. Rawat, Shruti Vyas
This paper addresses the challenge of multi-label defect classification in electroluminescence (EL) images of photovoltaic (PV) cells. Training models on images where multiple defe…
Robust Onion: Peeling Open Vocab Object Detectors Under Noise
Priyank Pathak, Mukilan Karuppasamy, Aaditya Baranwal +2
The impact of real-world noise on Open Vocabulary Object Detectors (OV-ODs) remains poorly understood due to their architectural complexity. We present our comprehensive analysis R…
PHOEBI: An Open-World Benchmark for Multi-Label Bacterial Identification in Phase-Contrast Microscopy
Aaditya Baranwal, Md Jahid Hasan, Shruti Vyas
Optical microscopy lets us watch living bacteria in real time without stains or labels, and it remains the standard instrument for identifying species across clinical, environmenta…
MolSight: Molecular Property Prediction with Images
Aaditya Baranwal, Akshaj Gupta, Yogesh S Rawat +1
Every molecule ever synthesised can be drawn as a 2D skeletal diagram, yet in modern property prediction this universally available representation has received less focus in favour…
Bridging Foundation Models and ASTM Metallurgical Standards for Automated Grain Size Estimation from Microscopy Images
Abdul Mueez, Shruti Vyas
Extracting standardized metallurgical metrics from microscopy images remains challenging due to complex grain morphology and the data demands of supervised segmentation. To bridge…
Where Do Vision-Language Models Fail? World Scale Analysis for Image Geolocalization
Siddhant Bharadwaj, Ashish Vashist, Fahimul Aleem +1
Image geolocalization has traditionally been addressed through retrieval-based place recognition or geometry-based visual localization pipelines. Recent advances in Vision-Language…
ChemPro: A Progressive Chemistry Benchmark for Large Language Models
Aaditya Baranwal, Shruti Vyas
We introduce ChemPro, a progressive benchmark with 4100 natural language question-answer pairs in Chemistry, across 4 coherent sections of difficulty designed to assess the profici…