Vacabulary

How to write a scientific paper (By Michael LaRocca)

pompous(simple)  circumlocution(single)  irrelevant 
simplicity and clarity
bold 胆大
scientific writers are rarely literate

critical technique关键技术    hand-crafted heurisitics    sub-optimal次优    rule-based
leverage杠杆作用(use (something) to maximum advantage)    outperforms性能优于    redundancy冗余    conventionally传统.   time-consuming耗时的    evaluate评估   infeasible不可行.   
fine-grained细粒度.   sensitive敏感.   trail and error反复试验.  
penalizing accuracy loss while encouraging model shrinking and speedup惩罚准确性损失，同时鼓励模型缩小和加速
facilitating促进.   validation验证.   scenarios场景.   fine-tuning微调.   protocol协议.  
expert-tuned精调.   factorization因式分解.   extensive广泛.  

pedestrian detection行人检测.   state-of-the-art最先进的.   outside the scope of超出范围.  
complementary补充.   distinctive独特.   comprehensive全面.   versatile多才多艺.  
diminish减少.   have been borne out已经被证实了    indispensable必不可少.   capitalize利用.  
availability可用性.   immense巨大.   modality形态.  
yielding further societal,economic, and scientific impacts产生进一步的社会，经济和科学影响
based on yet unseen data基于尚未看到的数据.  
tackle even more challenging problems解决更具挑战性的问题   
perceptual task感知任务.   the bulk of the paper论文的大部分.   assignment分配.  
contradictory矛盾    coordinate协调/坐标.   consise简洁.   signify表示/意味着/象征
unambiguously明白地.  
this latter fact put the second goal at odds with the first后一个事实使第二个目标与第一个目标不一致

Sychronization同步.   heterogeneity异质性.   cognitive认知.   intuitive security直观安全
Heterogeneous computing异构计算.  
The building blocks of most of scientific computing基石.