Venkatraman Narayanan

Papers on Lattice

Total citations

Topics

Research focus

Computer Vision (2)Multimodal Models (2)Recommendation & Information Retrieval (1)

Frequent co-authors

Keval Thaker (2)Abdalmalek Aburaddaha (2)Samir A. Rawashdeh (2)

Papers (2)

Jun 10, 2026

FreqKD: Frequency-Decoupled Cross-Modal Knowledge Distillation for Infrared Object Detection

High-frequency divergence in cross-modal knowledge distillation is 2.4 times greater than low-frequency divergence, leading to a novel framework that dramatically boosts infrared object detection performance.

Keval Thaker, Venkatraman Narayanan, Abdalmalek Aburaddaha +1

Computer Vision Multimodal Models

Jun 9, 2026

SceneMiner: Identity-Preserving Multi-Task Fine-Tuning for Unified BEV Scene Mining

Cross-task interference in multi-task models can degrade performance, but SceneMiner's innovative fine-tuning approach preserves task identities while enabling effective scene mining from camera data alone.

Abdalmalek Aburaddaha, Venkatraman Narayanan, Keval Thaker +1

Computer Vision Multimodal Models Recommendation & Information Retrieval

Venkatraman Narayanan

Research focus

Frequent co-authors

Papers (2)

Search

Venkatraman Narayanan

Research focus

Frequent co-authors

Papers (2)