Emad Barsoum
24 papers · 2024–2026 · 8 venues · across top CS/AI venues
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Papers
CaptionQA: Is Your Caption as Useful as the Image Itself?
CVPR 2026
DiffBench Meets DiffAgent: End-to-End LLM-Driven Diffusion Acceleration Code Generation
AAAI 2026
DUET-VLM: Dual stage Unified Efficient Token reduction for VLM Training and Inference
CVPR 2026
Ego-InBetween: Generating Object State Transitions in Ego-Centric Videos
CVPR 2026
Learnable Permutation for Structured Sparsity on Transformer Models
AAAI 2026
MoEC: A Memory-Routed Mixture-of-Experts Controller for Adaptive Minecraft Control
ACL 2026
SparK: Query-Aware Unstructured Sparsity with Recoverable KV Cache Channel Pruning
AAAI 2026
Theory-optimal Quantization Based on Flatness
ACL 2026
VideoSeek: Long-Horizon Video Agent with Tool-Guided Seeking
CVPR 2026
Agent Laboratory: Using LLM Agents as Research Assistants
EMNLP 2025
Amphista: Bi-directional Multi-head Decoding for Accelerating LLM Inference
NAACL 2025
EGSRAL:An Enhanced 3D Gaussian Splatting Based Renderer with Automated Labeling for Large-Scale Driving Scene
AAAI 2025
Enhancing One-Shot Pruned Pre-trained Language Models through Sparse-Dense-Sparse Mechanism
COLING 2025
Gumiho: A Hybrid Architecture to Prioritize Early Tokens in Speculative Decoding
ICML 2025
ReNeg: Learning Negative Embedding with Reward Guidance
CVPR 2025
Self-Taught Agentic Long Context Understanding
ACL 2025
SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer
CVPR 2025
TaDA: Training-free recipe for Decoding with Adaptive KV Cache Compression and Mean-centering
ACL 2025
TTT-Bench: A Benchmark for Evaluating Reasoning Ability with Simple and Novel Tic-Tac-Toe-style Games
EMNLP 2025
DiP-GO: A Diffusion Pruner via Few-step Gradient Optimization
NeurIPS 2024
DL-QAT: Weight-Decomposed Low-Rank Quantization-Aware Training for Large Language Models
EMNLP 2024
Enhancing Vision Transformer: Amplifying Non-Linearity in Feedforward Network Module
ICML 2024
QT-ViT: Improving Linear Attention in ViT with Quadratic Taylor Expansion
NeurIPS 2024
Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs
NeurIPS 2024