Achal Dave

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

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Achievements

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🗺️ Taxonomy Completionist (32) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

👥 Mega-Team · Legion 🧬 Topic Evolution ⚡ Prolific Year · Productive 🔥 Unstoppable · Bronze ❓ The Questioner (2) 💎 Century Club · Bronze 🗃️ Keyword Collector (82)

Venues

CVPR (5) ECCV (3) ICCV (3) CoRL (2) ICLR (2) ICML (2) NeurIPS (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)

Research topics

Computer Vision (9) Machine Learning (7) Artificial Intelligence (6) Analysis (6) Core AI (6) Deep Learning (5) Application Areas (5) Processing (5) Natural Language Processing (3) Learning Types (3) Models (3) Optimization & Theory (3) Generation (2) Applications (1) Architectures (1)

Keywords

distribution shift (2) language model (2) video processing (2) multi-object tracking (2) vision-language model (2) semantic segmentation (2) image generation (1) action recognition (1) contrastive learning (1) object detection (1) video classification (1) self-supervised learning (1) data augmentation (1) multimodal learning (1) video understanding (1) video segmentation (1) image reconstruction (1) monocular depth estimation (1) transfer learning (1) depth estimation (1)

Papers

AllTracker: Efficient Dense Point Tracking at High Resolution ICCV 2025 Language models scale reliably with over-training and on downstream tasks ICLR 2025 Should VLMs be Pre-trained with Image Data? ICLR 2025 Understanding Complexity in VideoQA via Visual Program Generation ICML 2025 DataComp-LM: In search of the next generation of training sets for language models NeurIPS 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 Understanding Video Transformers via Universal Concept Discovery CVPR 2024 BURST: A Benchmark for Unifying Object Recognition, Segmentation and Tracking in Video WACV 2023 HandsOff: Labeled Dataset Generation With No Additional Human Annotations CVPR 2023 Data Determines Distributional Robustness in Contrastive Language Image Pre-training (CLIP) ICML 2022 Differentiable Raycasting for Self-Supervised Occupancy Forecasting ECCV 2022 Opening Up Open World Tracking CVPR 2022 Towards Long-Tailed 3D Detection CoRL 2022 Detecting Invisible People ICCV 2021 Do Image Classifiers Generalize Across Time? ICCV 2021 Measuring Robustness to Natural Distribution Shifts in Image Classification NeurIPS 2020 TAO: A Large-Scale Benchmark for Tracking Any Object ECCV 2020 Predictive-Corrective Networks for Action Detection CVPR 2017