Brais Martinez
28 papers · 2015–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
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Artificial Intelligence
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model compression
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knowledge distillation
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transfer learning
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representation learning
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action recognition
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vision-language model
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self-supervised learning
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contrastive learning
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temporal modeling
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stable diffusion
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diffusion model
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image restoration
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domain adaptation
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binary neural network
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variational inference
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zero-shot learning
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image generation
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stochastic gradient
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human activity recognition
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Papers
No Hard Negatives Required: Concept Centric Learning Leads to Compositionality without Degrading Zero-shot Capabilities of Contrastive Models
CVPR 2026
Restore, Assess, Repeat: A Unified Framework for Iterative Image Restoration
CVPR 2026
Edge-SD-SR: Low Latency and Parameter Efficient On-device Super-Resolution with Stable Diffusion via Bidirectional Conditioning
CVPR 2025
FAM Diffusion: Frequency and Attention Modulation for High-Resolution Image Generation with Stable Diffusion
CVPR 2025
VladVA: Discriminative Fine-tuning of LVLMs
CVPR 2025
A Bayesian Approach to Data Point Selection
NeurIPS 2024
CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs
ECCV 2024
Efficient Vision-Language pre-training via domain-specific learning for human activities
EMNLP 2024
Graph Guided Question Answer Generation for Procedural Question-Answering
EACL 2024
MobileQuant: Mobile-friendly Quantization for On-device Language Models
EMNLP 2024
You Only Need One Step: Fast Super-Resolution with Stable Diffusion via Scale Distillation
ECCV 2024
Bayesian Prompt Learning for Image-Language Model Generalization
ICCV 2023
Effective Self-supervised Pre-training on Low-compute Networks without Distillation
ICLR 2023
FS-DETR: Few-Shot DEtection TRansformer with Prompting and without Re-Training
ICCV 2023
ReGen: A good Generative Zero-Shot Video Classifier Should be Rewarded
ICCV 2023
EdgeViTs: Competing Light-Weight CNNs on Mobile Devices with Vision Transformers
ECCV 2022
Flow Graph to Video Grounding for Weakly-Supervised Multi-step Localization
ECCV 2022
SOS! Self-Supervised Learning over Sets of Handled Objects in Egocentric Action Recognition
ECCV 2022
Boundary-Sensitive Pre-Training for Temporal Localization in Videos
ICCV 2021
High-Capacity Expert Binary Networks
ICLR 2021
Knowledge distillation via softmax regression representation learning
ICLR 2021
Low-Fidelity Video Encoder Optimization for Temporal Action Localization
NeurIPS 2021
Space-time Mixing Attention for Video Transformer
NeurIPS 2021
BATS: Binary ArchitecTure Search
ECCV 2020
Training binary neural networks with real-to-binary convolutions
ICLR 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