Brais Martinez
26 papers · 2015–2025 · 7 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (10) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) 🐝 Cross-Pollinator (9)
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Conference Polyglot
(7)
🏃
Academic Marathon
(10)
🌈
Renaissance Researcher
(6)
🤝
Dynamic Duo
(17)
🧬
Topic Evolution
⚡
Prolific Year
(5)
💎
Century Club
(26)
🗃️
Keyword Collector
(105)
🔥
Unstoppable
(7)
Conferences
ICCV (7)
ECCV (6)
ICLR (4)
CVPR (3)
NIPS (3)
EMNLP (2)
EACL (1)
Top co-authors
Keywords
transfer learning
(3)
action recognition
(3)
model compression
(2)
temporal modeling
(2)
vision-language model
(2)
domain adaptation
(2)
diffusion model
(2)
stable diffusion
(2)
multi-task learning
(1)
variational inference
(1)
contrastive learning
(1)
stochastic gradient
(1)
domain generalization
(1)
image restoration
(1)
image generation
(1)
representation learning
(1)
video recognition
(1)
image retrieval
(1)
video captioning
(1)
human activity recognition
(1)
Papers
VladVA: Discriminative Fine-tuning of LVLMs
CVPR 2025
FAM Diffusion: Frequency and Attention Modulation for High-Resolution Image Generation with Stable Diffusion
CVPR 2025
Edge-SD-SR: Low Latency and Parameter Efficient On-device Super-Resolution with Stable Diffusion via Bidirectional Conditioning
CVPR 2025
Graph Guided Question Answer Generation for Procedural Question-Answering
EACL 2024
Efficient Vision-Language pre-training via domain-specific learning for human activities
EMNLP 2024
You Only Need One Step: Fast Super-Resolution with Stable Diffusion via Scale Distillation
ECCV 2024
CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs
ECCV 2024
MobileQuant: Mobile-friendly Quantization for On-device Language Models
EMNLP 2024
A Bayesian Approach to Data Point Selection
NIPS 2024
Effective Self-supervised Pre-training on Low-compute Networks without Distillation
ICLR 2023
ReGen: A good Generative Zero-Shot Video Classifier Should be Rewarded
ICCV 2023
Bayesian Prompt Learning for Image-Language Model Generalization
ICCV 2023
FS-DETR: Few-Shot DEtection TRansformer with Prompting and without Re-Training
ICCV 2023
SOS! Self-Supervised Learning over Sets of Handled Objects in Egocentric Action Recognition
ECCV 2022
Flow Graph to Video Grounding for Weakly-Supervised Multi-step Localization
ECCV 2022
EdgeViTs: Competing Light-Weight CNNs on Mobile Devices with Vision Transformers
ECCV 2022
Knowledge distillation via softmax regression representation learning
ICLR 2021
Space-time Mixing Attention for Video Transformer
NIPS 2021
Boundary-Sensitive Pre-Training for Temporal Localization in Videos
ICCV 2021
High-Capacity Expert Binary Networks
ICLR 2021
Low-Fidelity Video Encoder Optimization for Temporal Action Localization
NIPS 2021
Training binary neural networks with real-to-binary convolutions
ICLR 2020
BATS: Binary ArchitecTure Search
ECCV 2020
Action Recognition With Spatial-Temporal Discriminative Filter Banks
ICCV 2019
Learning to Transfer: Transferring Latent Task Structures and Its Application to Person-Specific Facial Action Unit Detection
ICCV 2015
TRIC-track: Tracking by Regression With Incrementally Learned Cascades
ICCV 2015