Achal Dave

20 papers · 2017–2025 · 8 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (8) 🏃 Academic Marathon (8) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (26) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🧬 Topic Evolution 👥 Mega-Team (60) ❓ The Questioner (2) ⚡ Prolific Year (5) 🔥 Unstoppable (6) 🗃️ Keyword Collector (65) 💎 Century Club (20)

Conferences

CVPR (5) ECCV (3) ICCV (3) CORL (2) ICLR (2) ICML (2) NIPS (2) WACV (1)

Top co-authors

Deva Ramanan (8) Pavel Tokmakov (6) Ludwig Schmidt (6) Vaishaal Shankar (5) Tarasha Khurana (4) Igor Vasiljevic (4) Shuran Song (4) Thomas Kollar (4) Carl Vondrick (3) Sedrick Keh (3)

Keywords

semantic segmentation (2) video processing (2) distribution shift (2) multi-object tracking (2) action recognition (1) image generation (1) contrastive learning (1) video transformer (1) object detection (1) video classification (1) self-supervised learning (1) data augmentation (1) depth estimation (1) monocular depth estimation (1) object tracking (1) video segmentation (1) video understanding (1) instance segmentation (1) image reconstruction (1) domain generalization (1)

Papers

AllTracker: Efficient Dense Point Tracking at High Resolution ICCV 2025

Understanding Complexity in VideoQA via Visual Program Generation ICML 2025

Should VLMs be Pre-trained with Image Data? ICLR 2025

Language models scale reliably with over-training and on downstream tasks ICLR 2025

Understanding Video Transformers via Universal Concept Discovery CVPR 2024

DataComp-LM: In search of the next generation of training sets for language models NIPS 2024

Dreamitate: Real-World Visuomotor Policy Learning via Video Generation CORL 2024

Generative Camera Dolly: Extreme Monocular Dynamic Novel View Synthesis ECCV 2024

pix2gestalt: Amodal Segmentation by Synthesizing Wholes CVPR 2024

HandsOff: Labeled Dataset Generation With No Additional Human Annotations CVPR 2023

BURST: A Benchmark for Unifying Object Recognition, Segmentation and Tracking in Video WACV 2023

Differentiable Raycasting for Self-Supervised Occupancy Forecasting ECCV 2022

Towards Long-Tailed 3D Detection CORL 2022

Opening Up Open World Tracking CVPR 2022

Data Determines Distributional Robustness in Contrastive Language Image Pre-training (CLIP) ICML 2022

Detecting Invisible People ICCV 2021

Do Image Classifiers Generalize Across Time? ICCV 2021

Measuring Robustness to Natural Distribution Shifts in Image Classification NIPS 2020

TAO: A Large-Scale Benchmark for Tracking Any Object ECCV 2020

Predictive-Corrective Networks for Action Detection CVPR 2017